HackerNets: Visualizing Media Conversations on Internet of Things, Big Data, and Cybersecurity (English)
- New search for: Van, Hao
- New search for: Nguyen, Huyen N.
- New search for: Hewett, Rattikorn
- New search for: Dang, Tommy
- New search for: Van, Hao
- New search for: Nguyen, Huyen N.
- New search for: Hewett, Rattikorn
- New search for: Dang, Tommy
In:
2019 IEEE International Conference on Big Data (Big Data)
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3293-3302
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2019
- Conference paper / Electronic Resource
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Title:HackerNets: Visualizing Media Conversations on Internet of Things, Big Data, and Cybersecurity
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Contributors:Van, Hao ( author ) / Nguyen, Huyen N. ( author ) / Hewett, Rattikorn ( author ) / Dang, Tommy ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2019-12-01
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Size:747700 byte
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ISBN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Responsible Data ScienceGetoor, Lise et al. | 2019
- 1
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Fast Privacy-Preserving Keyword Search on Encrypted Outsourced DataWodi, Bryan H. / Leung, Carson K. / Cuzzocrea, Alfredo / Sourav, S. et al. | 2019
- 1
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DataCommonsGuha, Ramanathan et al. | 2019
- 1
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Federated Recommendation SystemsQiang, Yang et al. | 2019
- 3
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Deception, Robustness and Trust in Big Data Fueled Deep Learning SystemsLiu, Ling et al. | 2019
- 4
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The new science of cause and effect, with reflections on data science and artificial intelligencePearl, Judea et al. | 2019
- 6
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Uncertainty-Aware Opinion Inference Under Adversarial AttacksAlim, Adil / Zhao, Xujiang / Cho, Jin-Hee / Chen, Feng et al. | 2019
- 16
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MindTheStep-AsyncPSGD: Adaptive Asynchronous Parallel Stochastic Gradient DescentBackstrom, Karl / Papatriantafilou, Marina / Tsigas, Philippas et al. | 2019
- 26
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SketchyCoreSVD: SketchySVD from Random Subsampling of the Data MatrixBajaj, Chandrajit / Wang, Yi / Wang, Tianming et al. | 2019
- 36
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Explainable Authorship Verification in Social Media via Attention-based Similarity LearningBoenninghoff, Benedikt / Hessler, Steffen / Kolossa, Dorothea / Nickel, Robert M. et al. | 2019
- 46
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Finding Stable Clustering for Noisy Data via Structure-Aware RepresentationChen, Huiyuan / Li, Jing et al. | 2019
- 56
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Restricted Recurrent Neural NetworksDiao, Enmao / Ding, Jie / Tarokh, Vahid et al. | 2019
- 64
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Parsimonious Morpheme Segmentation with an Application to Enriching Word EmbeddingsEl-Kishky, Ahmed / Xu, Frank / Zhang, Aston / Han, Jiawei et al. | 2019
- 74
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A Streaming model for Generalized Rayleigh with extension to Minimum Noise FractionGupta, Soumyajit / Bajaj, Chandrajit et al. | 2019
- 84
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Detecting Model Changes and their Early Warning Signals Using MDL Change StatisticsHirai, So / Yamanishi, Kenji et al. | 2019
- 94
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On the Global Convergence of Continuous–Time Stochastic Heavy–Ball Method for Nonconvex OptimizationHu, Wenqing / Li, Chris Junchi / Zhou, Xiang et al. | 2019
- 105
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Mining News Events from Comparable News Corpora: A Multi-Attribute Proximity Network Modeling ApproachKim, Hyungsul / El-Kishky, Ahmed / Ren, Xiang / Han, Jiawei et al. | 2019
- 115
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On Relaxing Failing Queries over RDF DatabasesMebrek, Wafaa / Raddaoui, Badran / Albilani, Mohamad et al. | 2019
- 125
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Infinite Dropout for training Bayesian models from data streamsNguyen, Van-Son / Nguyen, Duc-Tung / Van, Linh Ngo / Than, Khoat et al. | 2019
- 135
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Subspace Clustering with Active LearningPeng, Hankui / Pavlidis, Nicos G. et al. | 2019
- 145
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CTC-Attention based Non-Parametric Inference Modeling for Clinical State ProgressionRyan, Riazat / Zhao, Handong / Shao, Ming et al. | 2019
- 155
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xSVM: Scalable Distributed Kernel Support Vector Machine TrainingShah, Ruchi / Zhang, Shaoshuai / Lin, Ying / Wu, Panruo et al. | 2019
- 165
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HDMF: Hierarchical Data Modeling Framework for Modern Science Data StandardsTritt, Andrew J. / Rubel, Oliver / Dichter, Benjamin / Ly, Ryan / Kang, Donghe / Chang, Edward F. / Frank, Loren M. / Bouchard, Kristofer et al. | 2019
- 180
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Ordalia: Deep Learning Hyperparameter Search via Generalization Error Bounds ExtrapolationBuratti, Benedetto J. / Upfal, Eli et al. | 2019
- 188
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Hierarchical Demand Forecasting for Factory Production of Perishable GoodsChen, Can / Wang, Yijun / Huang, Guoan / Xiong, Hui et al. | 2019
- 194
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Subsampled Information Criteria for Bayesian Model Selection in the Big Data SettingGeng, Lijiang / Xue, Yishu / Hu, Guanyu et al. | 2019
- 200
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An Interactive Data Quality Test Approach for Constraint Discovery and Fault DetectionHomayouni, Hajar / Ghosh, Sudipto / Ray, Indrakshi / Kahn, Michael G et al. | 2019
- 206
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Activation Ensembles for Deep Neural NetworksKlabjan, Diego / Harmon, Mark et al. | 2019
- 215
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Online Federated Multitask LearningLi, Rui / Ma, Fenglong / Jiang, Wenjun / Gao, Jing et al. | 2019
- 221
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Sparse Block Regression (SBR) for Big Data with Categorical VariablesLiu, Xiang / Huang, Huyunting / Tang, Ziyang / Zhang, Tonglin / Yang, Baijian et al. | 2019
- 227
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Algorithms on Compressed Time-Evolving GraphsNelson, Michael / Radhakrishnan, Sridhar / Sekharan, Chandra N. et al. | 2019
- 233
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Discovering Partial Periodic Spatial Patterns in Spatiotemporal DatabasesUday Kiran, R. / Saideep, C. / Zettsu, Koji / Toyoda, Masashi / Kitsuregawa, Masaru / Krishna Reddy, P. et al. | 2019
- 239
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Co-Representation Learning Framework For the Open-Set Data ClassificationWang, Zhuoyi / Dong, Bo / Lin, Yu / Wang, Yigong / Islam, Md Shihabul / Khan, Latifur et al. | 2019
- 245
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Mixture-based Multiple Imputation Model for Clinical Data with a Temporal DimensionXue, Ye / Klabjan, Diego / Luo, Yuan et al. | 2019
- 253
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A discrete mathematics approach for large scale improvement in classification training timeYadav, Sumedh / Bode, Mathis et al. | 2019
- 260
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Diagnosis of Neural Network via Backward DeductionYin, Peifeng / Huang, Lei / Lee, Sunhwan / Qiao, Mu / Asthana, Shubhi / Nakamura, Tagiga et al. | 2019
- 268
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WiSer: A Highly Available HTAP DBMS for IoT ApplicationsBarber, Ronald / Storm, Adam / Tian, Yuanyuan / Tozun, Pinar / Wu, Yingjun / Garcia-Arellano, Christian / Grosman, Ronen / Lohman, Guy / Mohan, C. / Muller, Rene et al. | 2019
- 278
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Progress-based Container Scheduling for Short-lived Applications in a Kubernetes ClusterFu, Yuqi / Zhang, Shaolun / Terrero, Jose / Mao, Ying / Liu, Guangya / Li, Sheng / Tao, Dingwen et al. | 2019
- 288
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Finding Mutual X at WeChat-Scale Social Network in Ten MinituesHe, Conghui / Sun, Shijie / Li, Benli / Tu, Xiaogang / Yu, Donghai et al. | 2019
- 298
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A Bicameralism Voting Framework for Combining Knowledge from Clients into Better PredictionHsieh, Yu-Tung / Lee, Chuan-Yu / Lin, Ching-Chi / Liu, Pangfeng / Wu, Jan-Jan et al. | 2019
- 307
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Rapid Prototyping of Hierarchical Agglomerative Clustering Algorithms for Distributed SystemsIslam, Saiyedul / Goyal, Navneet / Balasubramaniam, Sundar / Goyal, Poonam / Agarwal, Achal / Rathore, Kirti Singh / Singh, Nischay et al. | 2019
- 317
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General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL ThronesKassela, Evdokia / Provatas, Nikodimos / Konstantinou, Ioannis / Floratou, Avrilia / Koziris, Nectarios et al. | 2019
- 327
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D3N: A multi-layer cache for the rest of usKaynar, Emine Ugur / Abdi, Mania / Hajkazemi, Mohammad Hossein / Turk, Ata / Sambasivan, Raja R. / Cohen, David / Rudolph, Larry / Desnoyers, Peter / Krieger, Orran et al. | 2019
- 339
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Auptimizer - an Extensible, Open-Source Framework for Hyperparameter TuningLiu, Jiayi / Tripathi, Samarth / Kurup, Unmesh / Shah, Mohak et al. | 2019
- 349
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MultiLyra: Scalable Distributed Evaluation of Batches of Iterative Graph QueriesMazloumi, Abbas / Jiang, Xiaolin / Gupta, Rajiv et al. | 2019
- 359
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AFrame: Extending DataFrames for Large-Scale Modern Data AnalysisSinthong, Phanwadee / Carey, Michael J. et al. | 2019
- 372
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pSPICE: Partial Match Shedding for Complex Event ProcessingSlo, Ahmad / Bhowmik, Sukanya / Flaig, Albert / Rothermel, Kurt et al. | 2019
- 383
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TAZeR: Hiding the Cost of Remote I/O in Distributed Scientific WorkflowsSuetterlein, Joshua / Friese, Ryan D. / Tallent, Nathan R. / Schram, Malachi et al. | 2019
- 395
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Mechanism Design for An Incentive-aware Blockchain-enabled Federated Learning PlatformToyoda, Kentaroh / Zhang, Allan N. et al. | 2019
- 404
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Novel Online Algorithms for Nonparametric Correlations with Application to Analyze Sensor DataXiao, Wei et al. | 2019
- 413
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Elastic Executor Provisioning for Iterative Workloads on Apache SparkYang, Donglin / Rang, Wei / Cheng, Dazhao / Wang, Yu / Tian, Jiannan / Tao, Dingwen et al. | 2019
- 423
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Eirene: Improving Short Job Latency Performance with Coordinated Cold Data Migration and Scheduler-Aware Task CloningZhou, Wei / White, K. Preston / Yu, Hongfeng et al. | 2019
- 433
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The OTree: Multidimensional Indexing with efficient data Sampling for HPCCugnasco, Cesare / Calmet, Hadrien / Santamaria, Pol / Sirvent, Raul / Eguzkitza, Ane Beatriz / Houzeaux, Guillaume / Becerra, Yolanda / Torres, Jordi / Labarta, Jesus et al. | 2019
- 441
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Aves: A Decision Engine for Energy-efficient Stream Analytics across Low-power DevicesDas, Roshan Bharath / Makkes, Marc X. / Uta, Alexandru / Wang, Lin / Bal, Henri et al. | 2019
- 449
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Scaling Out Multi-Way Stream Joins using Optimized, Iterative ProbingDossinger, Manuel / Michel, Sebastian et al. | 2019
- 457
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Data Services with Bindaas: RESTful Interfaces for Diverse Data SourcesKathiravelu, Pradeeban / Saghar, Yusuf Nadir / Aggarwal, Tushar / Sharma, Ashish et al. | 2019
- 463
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DataCalc: Ad-hoc Analyses on Heterogeneous Data SourcesLuong, Johannes / Habich, Dirk / Lehner, Wolfgang et al. | 2019
- 469
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Investigating Edge vs. Cloud Computing Trade-offs for Stream ProcessingSilva, Pedro / Costan, Alexandru / Antoniu, Gabriel et al. | 2019
- 475
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Effectively Unified optimization for Large-scale Graph Community DetectionZeng, Jianping / Yu, Hongfeng et al. | 2019
- 483
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SubGraph2Vec: Highly-Vectorized Tree-like Subgraph CountingChen, Langshi / Li, Jiayu / Sahinalp, Cenk / Marathe, Madhav / Vullikanti, Anil / Nikolaev, Andrey / Smirnov, Egor / Israfilov, Ruslan / Qiu, Judy et al. | 2019
- 493
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NIOBE: An Intelligent I/O Bridging Engine for Complex and Distributed WorkflowsFeng, Kun / Devarajan, Hariharan / Kougkas, Anthony / Sun, Xian-He et al. | 2019
- 503
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NetDyna: Mining Networked Coevolving Time Series with Missing ValuesHairi / Tong, Hanghang / Ying, Lei et al. | 2019
- 513
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G-Finder: Approximate Attributed Subgraph MatchingLiu, Lihui / Du, Boxin / xu, Jiejun / Tong, Hanghang et al. | 2019
- 523
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Experimental Evaluation of Bounded-Depth LSM Merge PoliciesMao, Qizhong / Jacobs, Steven / Amjad, Waleed / Hristidis, Vagelis / Tsotras, Vassilis J. / Young, Neal E. et al. | 2019
- 533
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Generalizing Design of Support Measures for Counting Frequent Patterns in GraphsMeng, Jinghan / Pitaksirianan, Napath / Tu, Yicheng et al. | 2019
- 543
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Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence ApproachMuralidhar, Nikhil / Muthiah, Sathappan / Nakayama, Kiyoshi / Sharma, Ratnesh / Ramakrishnan, Naren et al. | 2019
- 553
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Semi-supervised Learning over Streaming Data using MOALe Nguyen, Minh Huong / Gomes, Heitor Murilo / Bifet, Albert et al. | 2019
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Understanding Spatio-Temporal Urban ProcessesRocha, Lais M. A. / Bessa, Aline / Chirigati, Fernando / OFriel, Eugene / Moro, Mirella M. / Freire, Juliana et al. | 2019
- 573
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VulnerCheck: A Content-Agnostic Detector for Online Hatred-Vulnerable VideosShang, Lanyu / Zhang, Daniel Yue / Wang, Michael / Wang, Dong et al. | 2019
- 583
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CS*: Approximate Query Processing on Big Data using Scalable Join Correlated Sample SynopsisYu, Feng / Hou, Wen-Chi et al. | 2019
- 593
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Incremental and Adaptive Feature Exploration over Time Series StreamZuo, Jingwei / Zeitouni, Karine / Taher, Yehia et al. | 2019
- 603
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Cluster-based Computation of Exact Betweenness Centrality in Large Undirected GraphsDaniel, Cecile / Furno, Angelo / Zimeo, Eugenio et al. | 2019
- 609
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Engineering a Parallel Δ-stepping AlgorithmDuriakova, Erika / Ajwani, Deepak / Hurley, Neil et al. | 2019
- 617
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Approximate Querying for the Property Graph Language CypherFletcher, George / Poulovassilis, Alexandra / Selmer, Petra / Wood, Peter T. et al. | 2019
- 623
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Fast Record Linkage for Company EntitiesGschwind, Thomas / Miksovic, Christoph / Minder, Julian / Mirylenka, Katsiaryna / Scotton, Paolo et al. | 2019
- 631
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GRADI: Towards Group Recommendation Using Attentive Dual Top-Down and Bottom-Up InfluencesHe, Zhixiang / Chow, Chi-Yin / Zhang, Jia-Dong / Li, Ning et al. | 2019
- 637
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A Scalable Algorithm for Multi-class Support Vector Machine on Geo-Distributed DatasetsKabir, Tasnim / Adnan, Muhammad Abdullah et al. | 2019
- 643
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Analysis of Evolutionary Behavior in Self-Learning Media Search EnginesKuang, Nikki Lijing / Clement H.C., Leung et al. | 2019
- 651
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Enhanced Alternate Action Recommender System Using Recurrent Patterns and Fault Detection System for Smart Home UsersMishra, Prabhat / Gudla, Suresh Kumar / ShanBhag, Amogha D / Bose, Joy et al. | 2019
- 657
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Learning Data Transformations with Minimal User EffortPham, Minh / Knoblock, Craig A. / Pujara, Jay et al. | 2019
- 665
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SENSE: Semantically Enhanced Node Sequence EmbeddingRallapalli, Swati / Ma, Liang / Srivatsa, Mudhakar / Swami, Ananthram / Kwon, Heesung / Bent, Graham / Simpkin, Christopher et al. | 2019
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Aggregate Query Prediction under Dynamic WorkloadsSavva, Fotis / Anagnostopoulos, Christos / Triantafillou, Peter et al. | 2019
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IProWA: A Novel Probabilistic Graphical Model for Crowdsourcing AggregationWang, Tianqi / Xiao, Houping / Ma, Fenglong / Gao, Jing et al. | 2019
- 683
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Online Feature Selection with Capricious Streaming Features: A General FrameworkWu, Di / He, Yi / Luo, Xin / Shang, Mingsheng / Wu, Xindong et al. | 2019
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Performance Optimization of SpMV on SparkXie, Kun / Lee, Che-Rung / Liu, Feng-Yuan et al. | 2019
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Deep Multi-Head Attention Network for Aspect-Based Sentiment AnalysisYan, Danfeng / Chen, Jiyuan / Cui, Jianfei / Shan, Ao / Shi, Wenting et al. | 2019
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Index Based Efficient Algorithms For Closest Community SearchAkbas, Esra et al. | 2019
- 711
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Local Search for Group Closeness Maximization on Big GraphsAngriman, Eugenio / van der Grinten, Alexander / Meyerhenke, Henning et al. | 2019
- 721
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Collaborative Ranking Tags and Items via Cross-domain RecommendationChen, Huiyuan / Li, Jing et al. | 2019
- 731
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Collective Tensor Completion with Multiple Heterogeneous Side InformationChen, Huiyuan / Li, Jing et al. | 2019
- 741
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Adapted Tree Boosting for Transfer LearningFang, Wenjing / Chen, Chaochao / Song, Bowen / Wang, Li / Zhou, Jun / Zhu, Kenny Q. et al. | 2019
- 751
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SIM: Open-World Multi-Task Stream Classifier with Integral Similarity MetricsGao, Yang / Li, Yi-Fan / Dong, Bo / Lin, Yu / Khan, Latifur et al. | 2019
- 761
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Feature Scoring using Tree-Based Ensembles for Evolving Data StreamsGomes, Heitor Murilo / Mello, Rodrigo Fernandes de / Pfahringer, Bernhard / Bifet, Albert et al. | 2019
- 770
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Towards Interpretable Graph Modeling with Vertex Replacement GrammarsHibshman, Justus / Sikdar, Satyaki / Weninger, Tim et al. | 2019
- 780
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Clustered Hierarchical Entropy-Scaling Search of Astronomical and Biological DataIshaq, Najib / Student, George / Daniels, Noah M. et al. | 2019
- 790
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Multi-step Forecasting via Multi-task LearningJawed, Shayan / Rashed, Ahmed / Schmidt-Thieme, Lars et al. | 2019
- 800
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Data Context Adaptation for Accurate Recommendation with Additional InformationJeon, Hyunsik / Koo, Bonhun / Kang, U et al. | 2019
- 810
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b-Bit Sketch Trie: Scalable Similarity Search on Integer SketchesKanda, Shunsuke / Tabei, Yasuo et al. | 2019
- 820
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Modelling Online Comment Threads from their StartKrohn, Rachel / Weninger, Tim et al. | 2019
- 830
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Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-TimeLee, Sunwoo / Kang, Qiao / Madireddy, Sandeep / Balaprakash, Prasanna / Agrawal, Ankit / Choudhary, Alok / Archibald, Richard / Liao, Wei-keng et al. | 2019
- 840
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Multi-layer Facial Representation Learning for Early Prediction of Septic ShockLin, Chen / Ivy, Julie / Chi, Min et al. | 2019
- 850
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JSCN: Joint Spectral Convolutional Network for Cross Domain RecommendationLiu, Zhiwei / Zheng, Lei / Zhang, Jiawei / Han, Jiayu / Yu, Philip S. et al. | 2019
- 860
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Predicting Influence Probabilities using Graph Convolutional NetworksLiu, Jing / Chen, Yudi / Li, Duanshun / Park, Noseong / Lee, Kisung / Lee, Dongwon et al. | 2019
- 870
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Hybrid Deep Embedding for Recommendations with Dynamic Aspect-Level ExplanationsLuo, Huanrui / Yang, Ning / Yu, Philip S. et al. | 2019
- 880
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Fast Computation of Persistent Homology with Data Reduction and Data PartitioningMalott, Nicholas O. / Wilsey, Philip A. et al. | 2019
- 890
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High Dimensional Data Clustering by means of Distributed Dirichlet Process Mixture ModelsMeguelati, Khadidja / Fontez, Benedicte / Hilgert, Nadine / Masseglia, Florent et al. | 2019
- 900
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Sentiment-Aware and Personalized Tour RecommendationPadia, Prarthana / Lim, Kwan Hui / Cha, Jeffrey / Harwood, Aaron et al. | 2019
- 910
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Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network EmbeddingQiao, Ziyue / Du, Yi / Fu, Yanjie / Wang, Pengfei / Zhou, Yuanchun et al. | 2019
- 920
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News Recommender System Considering Temporal Dynamics and News TaxonomyRaza, Shaina / Ding, Chen et al. | 2019
- 930
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Patient-level Classification on Clinical Note Sequences Guided by Attributed Hierarchical AttentionSen, Cansu / Hartvigsen, Thomas / Kong, Xiangnan / Rundensteiner, Elke et al. | 2019
- 940
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RecANt: Network-based Recruitment for Active Fake News CorrectionSrivastava, Ajitesh / Kannan, Rajgopal / Chelmis, Charalampos / Prasanna, Viktor K. et al. | 2019
- 950
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Scalable Distributed Subtrajectory ClusteringTampakis, Panagiotis / Pelekis, Nikos / Doulkeridis, Christos / Theodoridis, Yannis et al. | 2019
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Effective Utilization of External Knowledge and History Context in Multi-turn Spoken Language Understanding ModelWang, Yufan / He, Tingting / Fan, Rui / Zhou, Wenji / Tu, Xinhui et al. | 2019
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DeepBlue: Bi-layered LSTM for tweet popUlarity EstimationWen, Jian / Zhang, Zhongbao / Yin, Zichang / Sun, Li / Su, Sen / Yu, Philip S. et al. | 2019
- 978
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Non-local Attention Learning on Large Heterogeneous Information NetworksXiao, Yuxin / Zhang, Zecheng / Yang, Carl / Zhai, Chengxiang et al. | 2019
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DETECT: Deep Trajectory Clustering for Mobility-Behavior AnalysisYue, Mingxuan / Li, Yaguang / Yang, Haoze / Ahuja, Ritesh / Chiang, Yao-Yi / Shahabi, Cyrus et al. | 2019
- 998
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ORIGIN: Non-Rigid Network AlignmentZhang, Si / Tong, Hanghang / Xu, Jiejun / Hu, Yifan / Maciejewski, Ross et al. | 2019
- 1008
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Towards Real Time Team OptimizationZhou, Qinghai / Li, Liangyue / Tong, Hanghang et al. | 2019
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Integrating Local Vertex/Edge Embedding via Deep Matrix Fusion and Siamese Multi-label ClassificationZhou, Yang / Jiang, Chao / Zhang, Zijie / Dou, Dejing / Jin, Ruoming / Wang, Pengwei et al. | 2019
- 1028
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BIGMAT: A Distributed Affinity-Preserving Random Walk Strategy for Instance Matching on Knowledge GraphsAssi, Ali / Mcheick, Hamid / Dhifli, Wajdi et al. | 2019
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Multimodal, Context-Aware, Feature Representation Learning for Classification and LocalizationBhattacharjee, Sreyasee Das / Tolone, William J. / Cheria, Roy / Sarka, Urmimala et al. | 2019
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Arbitrated Dynamic Ensemble with Abstaining for Time-Series Forecasting on Data StreamsBoulegane, Dihia / Bifet, Albert / Madhusudan, Giyyarpuram et al. | 2019
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Deep Tensor Factorization for Multi-Criteria Recommender SystemsChen, Zhengyu / Gai, Sibo / Wang, Donglin et al. | 2019
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motif2vec: Motif Aware Node Representation Learning for Heterogeneous NetworksDareddy, Manoj Reddy / Das, Mahashweta / Yang, Hao et al. | 2019
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Graph matching on social networks without any side informationDavalas, Charalampos / Michail, Dimitrios / Varlamis, Iraklis et al. | 2019
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Pyramid: A General Framework for Distributed Similarity Search on Large-scale DatasetsDeng, Shiyuan / Yan, Xiao / Kelvin, K.W. Ng / Jiang, Chenyu / Cheng, James et al. | 2019
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Visualization for Quality Healthcare: Patient Flow ExplorationDomova, Veronika / Sander-Tavallaey, Shiva et al. | 2019
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Refining Image Search Results using Multiple AttributesDong, Tingting / Nishimura, Shoji / Liu, Jianquan et al. | 2019
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The Link Regression Problem in Graph StreamsDong, Bowen / Aggarwal, Charu C. / Yu, Philip S. et al. | 2019
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Hierarchical-Document-Structure-Aware Attention with Adaptive Cost Sensitive Learning for Biomedical Document ClassificationFang, Dandan / Zhang, Jinyong / Zhao, Weizhong / Xu, Xiaowei / Jiang, Xingpeng / Hu, Xiaohua / He, Tingting et al. | 2019
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Metapath Enhanced Graph Attention Encoder for HINs Representation LearningFu, Yuwei / Xiong, Yun / Yu, Philip S. / Tao, Tianyi / Zhu, Yangyong et al. | 2019
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Task Failure Prediction in Cloud Data Centers Using Deep LearningGao, Jiechao / Wang, Haoyu / Shen, Haiying et al. | 2019
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Gossip Learning: Off the Beaten PathGiaretta, Lodovico / Girdzijauskas, Sarunas et al. | 2019
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Visual Anomaly Detection in Event Sequence DataGuo, Shunan / Jin, Zhuochen / Chen, Qing / Gotz, David / Zha, Hongyuan / Cao, Nan et al. | 2019
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Multi-spatial Scale Event Detection from Geo-tagged Tweet Streams via Power-law VerificationHan, Yi / Karunasekera, Shanika / Leckie, Christopher / Harwood, Aaron et al. | 2019
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From Text Classification to Keyphrase Extraction for Short TextLee, Song-Eun / Kim, Kang-Min / Ryu, Woo-Jong / Park, Jemin / Lee, SangKeun et al. | 2019
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Enhancing Itemset Tree Rules and PerformanceLewis, Jay / Benton, Ryan G. / Bourrie, David / Lavergne, Jennifer et al. | 2019
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MC2:Unsupervised Multiple Social Network AlignmentLi, Gen / Sun, Li / Zhang, Zhongbao / Ji, Pengxin / Su, Sen / Yu, Philip S. et al. | 2019
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Graph Matching via Multi-Scale Heat DiffusionLi, Lin / Sussman, Daniel L. et al. | 2019
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Community-preserving Graph Convolutions for Structural and Functional Joint Embedding of Brain NetworksLiu, Jiahao / Ma, Guixiang / Jiang, Fei / Lu, Chun-Ta / Yu, Philip S. / Ragin, Ann B. et al. | 2019
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LATTE: Application Oriented Social Network EmbeddingMeng, Lin / Bai, Jiyang / Zhang, Jiawei et al. | 2019
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D2D-TM: A Cycle VAE-GAN for Multi-Domain Collaborative FilteringNguyen, Linh / Ishigaki, Tsukasa et al. | 2019
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Two Problems in Knowledge Graph Embedding: Non-Exclusive Relation Categories and Zero GradientsNur, Nasheen / Park, Noseong / Lee, Kookjin / Kang, Hyunjoong / Kwon, Soonhyeon et al. | 2019
- 1187
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Adaptive Deep Learning based Time-Varying Volume CompressionPan, Yu / Zhu, Feiyu / Gao, Tian / Yu, Hongfeng et al. | 2019
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Weakly Supervised Deep Learning Approach in Streaming EnvironmentsPratama, Mahardhika / Ashfahani, Andri / Hady, Abdul et al. | 2019
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Maximizing Contrasting Opinions in Signed Social NetworksRawal, Kaivalya / Khan, Arijit et al. | 2019
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Active Learning with Abstaining Classifiers for Imbalanced Drifting Data StreamsKorycki, Lukasz / Cano, Alberto / Krawczyk, Bartosz et al. | 2019
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Tackling the Neighboring Network Hit Problem in Cellular DataLeiva-Araos, Andres / Allende-Cid, Hector / Khryashchev, Denis / Vo, Huy T. et al. | 2019
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Explainable Visualization for Interactive Exploration of CNN on Wikipedia Vandal DetectionLiu, Zerong / Lu, Aidong et al. | 2019
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A SERP-Mining Approach for Classification of DNS RequestsLu, Junlan / Saunshi, Nikhil Takappa / Mangune, Aldrich / Eirinaki, Magdalini / Yu, Bin / Liu, Cricket et al. | 2019
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DAOC: Stable Clustering of Large NetworksLutov, Artem / Khayati, Mourad / Cudre-Mauroux, Philippe et al. | 2019
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Merging Large Ontologies using BigData GraphDBMadani, Kurosh / Russo, Cristiano / Rinaldi, Antonio M. et al. | 2019
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Towards comparing and using Machine Learning techniques for detecting and predicting Heart Attack and DiseasesObasi, Thankgod / Omair Shafiq, M. et al. | 2019
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Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series DataOehmcke, Stefan / Thrysoe, Christoffer / Borgstad, Andreas / Salles, Marcos Antonio Vaz / Brandt, Martin / Gieseke, Fabian et al. | 2019
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Neural and Quantum Cryptography in Big Data: A ReviewOzCakmak, Burak / OzbIlen, Alper / YavanoGlu, Uraz / CIn, Kubra et al. | 2019
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Help Oneself in Helping the Others: the Ecology of Online Support GroupsPan, Shuaidong / Hu, Tianran / Sun, Shujing / Yuan, Jianbo / Luo, Jiebo et al. | 2019
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An Informative Base of Positive and Negative Association Rules on Big DataParfait, Bemarisika / Andre, Totohasina et al. | 2019
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End-to-End Joint Opinion Role Labeling with BERTQuan, Wei / Zhang, Jinli / Hu, Xiaohua Tony et al. | 2019
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Eliminating Data Collection Bottleneck for Wake Word Engine Training Using Found and Synthetic DataRamanan, Buvaneswari / Drabeck, Lawrence / Woo, Thomas / Cauble, Troy / Rana, Anil et al. | 2019
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Towards analyzing large graphs with quantum annealingReittu, Hannu / Kotovirta, Ville / Leskela, Lasse / Rummukainen, Hannu / Raty, Tomi et al. | 2019
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Revisiting Text and Knowledge Graph Joint Embeddings: The Amount of Shared Information Matters!Rosso, Paolo / Yang, Dingqi / Cudre-Mauroux, Philippe et al. | 2019
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Learning Temporal Relevance in Longitudinal Medical NotesSen, Cansu / Hartvigsen, Thomas / Kong, Xiangnan / Rundensteiner, Elke et al. | 2019
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Bagging Using Instance-Level Difficulty for Multi-Class Imbalanced Big Data Classification on SparkSleeman IV, William C. / Krawczyk, Bartosz et al. | 2019
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Net Promoter Sentiment Classifier Using OHPL-ALLVanderheyden, Bob / Xie, Ying / Rachumallu, Mohan et al. | 2019
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AWDF: An Adaptive Weighted Deep Fusion Architecture for Multi-modality LearningXue, Qinghan / Kolagunda, Abhishek / Eliuk, Steven / Wang, Xiaolong et al. | 2019
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VidCEP: Complex Event Processing Framework to Detect Spatiotemporal Patterns in Video StreamsYadav, Piyush / Curry, Edward et al. | 2019
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WOTBoost: Weighted Oversampling Technique in Boosting for imbalanced learningZhang, Wenhao / Ramezani, Ramin / Naeim, Arash et al. | 2019
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Trust Inference for Rideshare through Co-training on Social Media DataZhou, Yang / Huang, Yan / McGlynn, Joseph / Han, Alexander et al. | 2019
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Infer Latent Privacy for Attribute Network in Knowledge GraphCui, Zeyuan / Pan, Li / Liu, Shijun / Cui, Lizhen et al. | 2019
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Privacy-preserving Heterogeneous Federated Transfer LearningGao, Dashan / Liu, Yang / Huang, Anbu / Ju, Ce / Yu, Han / Yang, Qiang et al. | 2019
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SGNN: A Graph Neural Network Based Federated Learning Approach by Hiding StructureMei, Guangxu / Guo, Ziyu / Liu, Shijun / Pan, Li et al. | 2019
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Secure and Efficient Federated Transfer LearningSharma, Shreya / Xing, Chaoping / Liu, Yang / Kang, Yan et al. | 2019
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Profit Allocation for Federated LearningSong, Tianshu / Tong, Yongxin / Wei, Shuyue et al. | 2019
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Federated Learning with Bayesian Differential PrivacyTriastcyn, Aleksei / Faltings, Boi et al. | 2019
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Measure Contribution of Participants in Federated LearningWang, Guan / Dang, Charlie Xiaoqian / Zhou, Ziye et al. | 2019
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Power Demand Response Incentive Pricing ModelZhang, Kun / Shi, Yuliang / Liu, Yuecan / Yan, Zhongmin et al. | 2019
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Radically Simplifying Gated Recurrent Architectures Without Loss of PerformanceBoardman, Jonathan W. / Xie, Ying et al. | 2019
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Coarse Graining of Data via Inhomogeneous Diffusion CondensationBrugnone, Nathan / Krishnaswamy, Smita / Gonopolskiy, Alex / Moyle, Mark W. / Kuchroo, Manik / Dijk, David van / Moon, Kevin R. / Colon-Ramos, Daniel / Wolf, Guy / Hirn, Matthew J. et al. | 2019
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Finding Archetypal Spaces Using Neural NetworksDijk, David van / Burkhardt, Daniel B. / Amodio, Matthew / Tong, Alexander / Wolf, Guy / Krishnaswamy, Smita et al. | 2019
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Utility-Driven Mining of High Utility EpisodesGan, Wensheng / Lin, Jerry Chun-Wei / Chao, Han-Chieh / Yu, Philip S. et al. | 2019
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Mining frequent temporal patterns from medical data based on fuzzy ranged relationsHirano, Shoji / Tsumoto, Shusaku et al. | 2019
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Mining Temporal Fuzzy Utility Itemsets by Tree StructureHong, Tzung-Pei / Lin, Cheng-Yu / Huang, Wei-Ming / Li, Shu-Min / Wang, Shyue-Liang / Lin, Jerry Chun-Wei et al. | 2019
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Study of the Effects of Visual Complexity and Consumer Experience on Visual Attention and Purchase Behavior through the Use of Eye TrackingIshibashi, Ken / Xiao, Chen / Yada, Katsutoshi et al. | 2019
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Mining High-Utility Sequential Patterns from Big DatasetsLin, Jerry Chun-Wei / Li, Yuanfa / Fournier-Viger, Philippe / Djenouri, Youcef / Wang, Leon Shyue-Liang et al. | 2019
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Bridging the Gap between Community and Node Representations: Graph Embedding via Community DetectionLutov, Artem / Yang, Dingqi / Cudre-Mauroux, Philippe et al. | 2019
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An Effective and Scalable Data Modeling for Enterprise Big Data PlatformPatel, Jayesh et al. | 2019
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Estimation of Disease Code from Electronic Patient RecordsTsumoto, Shusaku / Kimura, Tomohiro / Iwata, Haruko / Hirano, Shoji et al. | 2019
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A GA-based Framework for Mining High Fuzzy Utility ItemsetsWu, Jimmy Ming-Tai / Lin, Jerry Chun-Wei / Fournier-Viger, Philippe / Wiktorski, Tomasz / Hong, Tzung-Pei / Pirouz, Matin et al. | 2019
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A Data-Driven Approach for Continuous Adherence Predictions in Sleep Apnea Therapy ManagementAraujo, Matheus / Kazaglis, Louis / Iber, Conrad / Srivastava, Jaideep et al. | 2019
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The SERUMS tool-chain: Ensuring Security and Privacy of Medical Data in Smart Patient-Centric Healthcare SystemsJanjic, V. / Vinov, M. / Given-Wilson, T. / Legay, A. / Blackledge, E. / Arredouani, R. / Stylianou, G. / Huang, W. / Bowles, J.K.F. / Vermeulen, A.F. et al. | 2019
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Classification Models and Survival Analysis for Prostate Cancer Using RNA Sequencing and Clinical DataKabir, Md Faisal / Ludwig, Simone A. et al. | 2019
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Regional Analysis of Death Rate due to Air Pollution in Turkey and its NeighborsKarazag, Yunus Emre / Turhan, Sultan / Pinarer, Ozgun / Naskali, A. Teoman et al. | 2019
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Using hospital administrative data to infer patient-patient contact via the consistent co-presence algorithmLienert, Jeffrey / Reed-Tsochas, Felix / Koehly, Laura / Marcum, Christopher Steven et al. | 2019
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Analyzing Public Outlook towards Vaccination using TwitterMahajan, Rutuja / Romine, William / Miller, Michele / Banerjee, Tanvi et al. | 2019
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A hybrid model using LSTM and decision tree for mortality prediction and its application in provider performance evaluationShi, Peichang / Gangopadhyay, Aryya / Owens, Carolyn / Blunt, Brenda / Grogan, Christine et al. | 2019
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Single-cell regulatory network inference and clustering from high-dimensional sequencing dataVrahatis, Aristidis G. / Dimitrakopoulos, Georgios N. / Tasoulis, Sotiris K. / Georgakopoulos, Spiros V. / Plagianakos, Vassilis P. et al. | 2019
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The Development of Machine Learning Infused Outpatient Prognostic Models for tackling Impacts of Climate Change and ensuring Delivery of Effective Population Health ServicesVuppalapati, Jaya Shankar / Kedari, Santosh / Ilapakurti, Anitha / Vuppalapati, Chandrasekar / Kedari, Sharat / Vuppalapati, Rajasekar et al. | 2019
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Enhancing Clinical Information Retrieval through Context-Aware Queries and IndicesWen, Andrew / Wang, Yanshan / Kaggal, Vinod C. / Liu, Sijia / Liu, Hongfang / Fan, Jungwei et al. | 2019
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Transpose-based Integrated Data Reduction Techniques for Speeding up Classifier TrainingAlamro, Reham M. / Youssef, Abdou S. et al. | 2019
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Hierarchical Transfer Convolutional Neural Networks for Image ClassificationDong, Xishuang / Wu, Hsiang-Huang / Yan, Yuzhong / Qian, Lijun et al. | 2019
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Reconstruction of Agents’ Corrupted Trajectories of Collective Motion Using Low-rank Matrix CompletionGajamannage, Kelum / Paffenroth, Randy et al. | 2019
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Autonomic Workload Change Classification and Prediction for Big Data WorkloadsGenkin, Mikhail / Dehne, Frank et al. | 2019
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Parallel Gradient Boosting based Granger Causality LearningGuo, Pei / Liuy, Chen / Tang, Yan / Wang, Jianwu et al. | 2019
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Modelling Wealth from Call Detail Records and Survey Data with Machine Learning: Evidence from Papua New GuineaKhaefi, Muhammad Rizal / Hendrik / Burra, Dharani Dhar / Dianco, Rio Fandi / Alkarisya, Dikara Maitri Pradipta / Muztahid, Muhammad Rheza / Zahara, Annissa / Hodge, George / Idzalika, Rajius et al. | 2019
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One-Pass Sparsified Gaussian MixturesKightley, Eric / Becker, Stephen et al. | 2019
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Personalized DeepInf: Enhanced Social Influence Prediction with Deep Learning and Transfer LearningLeung, Carson K. / Cuzzocrea, Alfredo / Mai, Jiaxing Jason / Deng, Deyu / Jiang, Fan et al. | 2019
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VidAnomaly: LSTM-Autoencoder-Based Adversarial Learning for One-Class Video Classification With Multiple Dynamic ImagesLi, Shusheng / He, Wenbo et al. | 2019
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A novel oversampling method based on SeqGAN for imbalanced text classificationLuo, Yin / Feng, Haishan / Weng, Xuanlong / Huang, Ke / Zheng, Huang et al. | 2019
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Attention-based Multi-layer Chinese Word EmbeddingMa, Bing / Sun, Haifeng / Wang, Jingyu / Qi, Qi et al. | 2019
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SWAG: Item Recommendations using Convolutions on Weighted GraphsPande, Amit / Ni, Kai / Kini, Venkataramani et al. | 2019
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DQA: Scalable, Automated and Interactive Data Quality AdvisorShrivastava, Shrey / Patel, Dhaval / Bhamidipaty, Anuradha / Gifford, Wesley M. / Siegel, Stuart A. / Ganapavarapu, Venkata Sitaramagiridharganesh / Kalagnanam, Jayant R. et al. | 2019
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Recovery-oriented Big Data Computing for Exactly Once Message ProcessingSun, Fangchen / Suo, Xiaotong / Kamat, Nishad / Mao, Feng / Guo, Stephen / Yao, Yitao / Malaviya, Paritosh / Bhatt, Kushal / Gupta, Anurag / Jain, Mridul et al. | 2019
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Averaging Ensembles Model for Forecasting of Short-term Load in Smart GridsSyed, Dabeeruddin / Refaat, Shady S. / Abu-Rub, Haitham / Bouhali, Othmane / Zainab, Ameema / Xie, Le et al. | 2019
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Q-Learning With Kalman FiltersTAKAHATA, Kei / MIURA, Takao et al. | 2019
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Informed Trading Support for the Amateur Investoron the New York Stock ExchangeWit, T. Warren de / Menon, Vineetha et al. | 2019
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RecCite: A Hybrid Approach to Recommend Potential PapersYadav, Pratyush / Remala, Nikhila / Pervin, Nargis et al. | 2019
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Virtual-Link Representation for Link PredictionYao, Can / Huang, Hai / Ma, Longxuan / Yang, Ze / Zhang, Lei et al. | 2019
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Faulted Line Identification and Localization in Power System using Machine Learning TechniquesZainab, Ameema / Refaat, Shady S. / Syed, Dabeeruddin / Ghrayeb, Ali / Abu-Rub, Haitham et al. | 2019
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An Innovative Online Process Mining Framework for Supporting Incremental GDPR Compliance of Business ProcessesZaman, Rashid / Cuzzocrea, Alfredo / Hassani, Marwan et al. | 2019
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Multi-task Deep Reinforcement Learning for Scalable Parallel Task SchedulingZhang, Lingxin / Qi, Qi / Wang, Jingyu / Sun, Haifeng / Liao, Jianxin et al. | 2019
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Identifying Important Internet OutagesBogutz, Ryan / Pradkin, Yuri / Heidemann, John et al. | 2019
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Quantifying the Effects of Recommendation SystemsChong, Sunshine / Abeliuk, Andres et al. | 2019
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Computing as Curricular PeripheralLam, Shanni / van der Leeuw, Jacob / Ying, Wayne / Dodds, Zachary / Coxe, Henry et al. | 2019
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Detecting Fake News ArticlesLin, Jun / Tremblay-Taylor, Glenna / Mou, Guanyi / You, Di / Lee, Kyumin et al. | 2019
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Effects of Network Structure on Subjective Preference DiversityLin, Anne / Abeliuk, Andrees / Ferrara, Emilio et al. | 2019
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SoMEF: A Framework for Capturing Scientific Software Metadata from its DocumentationMao, Allen / Garijo, Daniel / Fakhraei, Shobeir et al. | 2019
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Low Cost Gunshot Detection using Deep Learning on the Raspberry PiMorehead, Alex / Ogden, Lauren / Magee, Gabe / Hosler, Ryan / White, Bruce / Mohler, George et al. | 2019
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Group Link PredictionStanhope, Andrew / Sha, Hao / Barman, Danielle / Hasan, Mohammad Al / Mohler, George et al. | 2019
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Paper Recommendation Based on Citation RelationTanner, William / Akbas, Esra / Hasan, Mir et al. | 2019
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ArchContract: using smart contracts for dispositionBatista, Danielle Alves / Weingaertner, Tim et al. | 2019
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Towards a Flexible System Architecture for Automated Knowledge Base Construction FrameworksDin, Osman et al. | 2019
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Automated interpretability of linked data ontologies: : an evaluation within the cultural heritage domainFreire, Nuno / Valk, Sjors de et al. | 2019
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Building the National Radio Recordings Database: A Big Data Approach to Documenting Audio HeritageGoodmann, Emily / Matienzo, Mark A. / VanCour, Shawn / Dries, William Vanden et al. | 2019
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Extending the Scope of Computational Archival Science: A Case Study on Leveraging Archival and Engineering Approaches to Develop a Framework to Detect and Prevent “Fake Video”Hamouda, Hoda / Bushey, Jessica / Lemieux, Victoria / Stewart, James / Rogers, Corinne / Cameron, James / Thibodeau, Ken / Feng, Chen et al. | 2019
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Using Data Partitions and Stateless Servers to Scale Up Fedora RepositoriesJansen, Gregory / Coburn, Aaron / Soroka, Adam / Marciano, Richard et al. | 2019
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Digital Legacies on Paper: Reading Punchcards with Computer VisionJansen, Gregory et al. | 2019
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Preliminary Analysis of a Large-Scale Digital Entertainment Development Archive: A Case Study of the Entertainment Technology Center’s ProjectsKaltman, Eric et al. | 2019
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Enterprise Architecture — A Value Proposition for Records ProfessionalsKatuu, Shadrack et al. | 2019
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Reframing Digital Curation Practices through a Computational Thinking FrameworkMarciano, Richard / Mir, Danish / Mullane, Connor / Patterson, Emery / Pradhan, Debashish / Santos, James / Schams, Britton / Shiue, Hilary Szu Yin / Silva, Andy Jose / Suri, Mayhah et al. | 2019
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An Intelligent Class: The Development Of A Novel Context Capturing Framework Supporting The Functional Auto-Classification Of RecordsPayne, Nathaniel et al. | 2019
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Computational Thinking in Archival Science Research and EducationUnderwood, William / Marciano, Richard et al. | 2019
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What Computational Archival Science Can Learn from Art History and Material Culture StudiesWilliams, Lyneise et al. | 2019
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Automatic Extraction of Personality from Text: Challenges and OpportunitiesAkrami, Nazar / Fernquist, Johan / Isbister, Tim / Kaati, Lisa / Pelzer, Bjorn et al. | 2019
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Examination of Double Arbiter PUFs on Security against Machine Learning AttacksAlamro, Meznah A. / Zhuang, Yu / Aseeri, Ahmad O. / Alkatheiri, Mohammed Saeed et al. | 2019
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Malicious URL Linkage Analysis and Common Pattern DiscoveryHuang, Shin-Ying / Chuang, Tzu-Hsien / Huang, Shi-Meng / Ban, Tao et al. | 2019
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Learning to Generate Diverse and Authentic Reviews via an Encoder-Decoder Model with Transformer and GRUJin, Kaifu / Zhang, Xi / Zhang, Jiayuan et al. | 2019
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Byakko: Automatic Whitelist Generation based on Occurrence Distribution of Features of Network TrafficKanaya, Nobuyuki / Tsuda, Yu / Takano, Yuuki / Inoue, Daisuke et al. | 2019
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A Framework for Cyber Threat Intelligence Extraction from Raw Log DataLandauer, Max / Skopik, Florian / Wurzenberger, Markus / Hotwagner, Wolfgang / Rauber, Andreas et al. | 2019
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Detecting Adversary using Windows Digital ArtifactsLiew, Seng Pei / Ikeda, Satoshi et al. | 2019
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Detection of Phishing websites using Generative Adversarial NetworkRobic-Butez, Pierrick / Win, Thu Yein et al. | 2019
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Do’s and Don’ts of Distributed Intrusion Detection for Industrial Network TopologiesSchneider, Peter et al. | 2019
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Worth the Wait? Time Window Feature Optimization for Attack ClassificationWilson, Casey / Mountrouidou, Xenia / Little, Anna et al. | 2019
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Framework for Healthcare Security Practice Analysis, Modeling and IncentivizationYeng, Prosper Kandabongee / Yang, Bian / Snekkenes, Einar Arthur et al. | 2019
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Can Machine/Deep Learning Classifiers Detect Zero-Day Malware with High Accuracy?Abri, Faranak / Siami-Namini, Sima / Khanghah, Mahdi Adl / Soltani, Fahimeh Mirza / Namin, Akbar Siami et al. | 2019
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Provenance–aware workflow for data quality management and improvement for large continuous scientific data streamsKumar, Jitendra / Crow, Michael C. / Devarakonda, Ranjeet / Giansiracusa, Michael / Guntupally, Kavya / Olatt, Joseph V. / Price, Zach / Shanafield, Harold A. / Singh, Alka et al. | 2019
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MTSAD: Multivariate Time Series Abnormality Detection and VisualizationPham, Vung / Nguyen, Ngan / Li, Jie / Hass, Jon / Chen, Yong / Dang, Tommy et al. | 2019
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Comparison of Support Vector Machine and Gradient Boosting Regression Tree for Predicting Spatially Explicit Life Cycle Global Warming and Eutrophication Impacts: A case study in corn productionRomeiko, Xiaobo Xue / Guo, Zhijian / Pang, Yulei et al. | 2019
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The Performance of LSTM and BiLSTM in Forecasting Time SeriesSiami-Namini, Sima / Tavakoli, Neda / Namin, Akbar Siami et al. | 2019
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HackerNets: Visualizing Media Conversations on Internet of Things, Big Data, and CybersecurityVan, Hao / Nguyen, Huyen N. / Hewett, Rattikorn / Dang, Tommy et al. | 2019
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GPU-SFFT: A GPU based parallel algorithm for computing the Sparse Fast Fourier Transform (SFFT) of k-sparse signalsArtiles, Oswaldo / Saeed, Fahad et al. | 2019
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Parallel Hybrid Metaheuristics with Distributed Intensification and Diversification for Large-scale Optimization in Big Data Statistical AnalysisCho, Wendy K. Tam / Liu, Yan Y. et al. | 2019
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Plant Event Detection from Time-Varying Point CloudsGao, Tian / Sun, Jianxin / Zhu, Feiyu / Doku, Henry Akrofi / Pan, Yu / Walia, Harkamal / Yu, Hongfeng et al. | 2019
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Auto-CNNp: a component-based framework for automating CNN parallelismGuedria, Soulaimane / De Palma, Noel / Renard, Felix / Vuillerme, Nicolas et al. | 2019
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An Evaluation of RDMA-based Message Passing ProtocolsHuang, Haoyu / Ghandeharizadeh, Shahram et al. | 2019
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Performance Comparison of Julia Distributed Implementations of Dirichlet Process Mixture ModelsHuang, Ruizhu / Xu, Weijia / Wang, Yinzhi / Liverani, Silvia / Stapleton, Ann E. et al. | 2019
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Accelerating RNN on FPGA with Efficient Conversion of High-Level Designs to RTLLi, Zongze / Fu, Song et al. | 2019
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View Selection in Knot DeformationLin, Juan / Zhang, Hui et al. | 2019
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Constructing Suffix Array of Next-Generation Sequencing upon In-Memory Lookup Cloud and MapReduceLiu, Li-Chen / Lee, Meng-Huang / Chang, Shin-Hung / Chang, Ray-I / Chang, Yu-Jung / Ho, Jan-Ming et al. | 2019
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An “On The Fly” Framework for Efficiently Generating Synthetic Big Data SetsMason, Karl / Vejdan, Sadegh / Grijalva, Santiago et al. | 2019
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Transparent In-memory Cache Management in Apache Spark based on Post-Mortem AnalysisNasu, Atsuya / Yoneo, Kenji / Okita, Masao / Ino, Fumihiko et al. | 2019
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A Fast Exact Viewshed Algorithm on GPUQarah, Faisal F. / Tu, Yi-Cheng et al. | 2019
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Parallelized Topological Relaxation AlgorithmRuan, Guangchen / Zhang, Hui et al. | 2019
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Parallel R Computing on the WebSubramanian, Ranjini / Zhang, Hui et al. | 2019
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Spatial-Temporal Scientific Data Clustering via Deep Convolutional Neural NetworkSun, Jianxin / Wu, Chunxia / Ge, Yufeng / Li, Yusong / Yu, Hongfeng et al. | 2019
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Parallel Training via Computation Graph TransformationWang, Fei / Chen, Guoyang / Zhang, Weifeng / Rompf, Tiark et al. | 2019
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A Methodology for Cross-Platform, Event-Driven Big Data Analytics-as-a-ServiceArdagna, Claudio A. / Bellandi, Valerio / Ceravolo, Paolo / Damiani, Ernesto / Finazzo, Rino et al. | 2019
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Context-Augmented Software Development in Traditional and Big Data Projects: Literature Review and Preliminary FrameworkMelo, Glaucia / Alencar, Paulo / Cowan, Don et al. | 2019
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A Framework for Identifying and Prioritizing Data Analytics opportunities in Additive ManufacturingPark, Hyunseop / Ko, Hyunwoong / Lee, Yung-Tsun T. / Cho, Hyunbo / Witherell, Paul et al. | 2019
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SKI: An Agile Framework for Data ScienceSaltz, Jeffrey / Suthrland, Alex et al. | 2019
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Achieving Agile Big Data Science: The Evolution of a Team’s Agile Process MethodologySaltz, Jeffrey S. / Shamshurin, Ivan et al. | 2019
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A Hybrid Approach to Dynamic Enterprise Data PlatformSezgin, Mehmet Selman / Bayrak, Ahmet Tugrul / Ytldtz, Olcay Taner et al. | 2019
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Real-Time Machine Learning Competition on Data Streams at the IEEE Big Data 2019Boulegane, Dihia / Radulovic, Nedeljko / Bifet, Albert / Fievet, Ghislain / Sohn, Jimin / Nam, Yeonwoo / Yu, Seojeong / Choi, Dong-Wan et al. | 2019
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Collaborative Streaming: Trust Requirements for Price SharingGrubenmann, Tobias / Dell'Aglio, Daniele / Bernstein, Abraham et al. | 2019
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MLK Smart Corridor: An Urban Testbed for Smart City ApplicationsHarris, Austin / Stovall, Jose / Sartipi, Mina et al. | 2019
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Scalable and Reliable Multi-Dimensional Aggregation of Sensor Data StreamsHenning, Soren / Hasselbring, Wilhelm et al. | 2019
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TV Ad Events and Digital Search: On the Selection of Outcome MeasuresHill, Shawndra / Colas, Anthony / Schwartz, H. Andrew / Burtch, Gordon et al. | 2019
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Image Mining for Real Time Quality Assurance in Rapid PrototypingTrinks, Sebastian / Felden, Carsten et al. | 2019
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A deep learning approach to trespassing detection using video surveillance dataBashir, Muzammil / Rundensteiner, Elke A. / Ahsan, Ramoza et al. | 2019
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Classifying In-vehicle Noise from Multi-channel Sound Spectrum by Deep Beamforming NetworksBu, Seok-Jun / Cho, Sung-Bae et al. | 2019
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Agent-based modeling to simulate road travel using Big Data from smartphone GPS: An application to the continental United StatesGurram, Sashikanth / Sivaraman, Vijayaraghavan / Apple, Jonathan T. / Pinjari, Abdul R. et al. | 2019
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Travel Pattern Extraction from Smart Card Data using Data PolishingHosoe, Mio / Kuwano, Masashi / Moriyama, Taku / Miyazaki, Kosuke / Ito, Masaki et al. | 2019
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Using Timed Sequential Patterns in the Transportation IndustryKarsoum, Somayah / Gruenwald, Le / Barrus, Clark / Leal, Eleazar et al. | 2019
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Personalized POI Embedding for Successive POI Recommendation with Large-scale Smart Card DataKim, Jin-Young / Lim, Kyung-Hyun / Cho, Sung-Bae et al. | 2019
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Modeling Dynamic Spatial-Temporal Cluster RelationshipsPortugal, Ivens / Alencar, Paulo / Cowan, Donald et al. | 2019
- 3599
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Blockchain Technology as a Mechanism for Digital Railway TicketingPreece, J. D. / Easton, J. M. et al. | 2019
- 3607
-
Performance Benchmarking of Data Augmentation and Deep Learning for Tornado PredictionBarajas, Carlos A. / Gobbert, Matthias K. / Wang, Jianwu et al. | 2019
- 3616
-
Measuring, Quantifying, and Predicting the Cost-Accuracy TradeoffBaughman, Matt / Chakubaji, Nifesh / Truong, Hong-Linh / Kreics, Krists / Chard, Kyle / Foster, Ian et al. | 2019
- 3623
-
Benchmarking Discretisation Level of Continuous Attributes: Theoretical and Experimental ApproachesChen, Wanghu / Wang, Chao / Li, Jing / Yang, Bo / Liu, Yang / Wang, Jianwu et al. | 2019
- 3632
-
Fast Stochastic Block Partitioning using a Single Commodity MachineFaysal, Md Abdul Motaleb / Arifuzzaman, Shaikh et al. | 2019
- 3640
-
Search for K: Assessing Five Topic-Modeling Approaches to 120,000 Canadian ArticlesFu, Qiang / Zhuang, Yufan / Gu, Jiaxin / Zhu, Yushu / Qin, Huihui / Guo, Xin et al. | 2019
- 3648
-
Analysis and Prediction of Data Transfer Throughput for Data-Intensive WorkloadsGhoshal, Devarshi / Wu, Kesheng / Pouyoul, Eric / Strohmaier, Erich et al. | 2019
- 3658
-
Reactive Microservices in Commodity ResourcesGoel, Divya / Nayak, Amaresh et al. | 2019
- 3666
-
GeoYCSB: A Benchmark Framework for the Performance and Scalability Evaluation of NoSQL Databases for Geospatial WorkloadsKim, Suneuy / Kanwar, Yuvraj Singh et al. | 2019
- 3676
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An Empirical Study of Quad-Level Cell (QLC) NAND Flash SSDs for Big Data ApplicationsLiang, Shuwen / Qiao, Zhi / Tang, Sihai / Hochstetler, Jacob / Fu, Song / Shi, Weisong / Chen, Hsing-Bung et al. | 2019
- 3686
-
An Empirical Study of Rabin Fingerprinting ParametersLu, Paul / Randall, Owen / McDonald, Emma et al. | 2019
- 3692
-
GHOSTZ PW/GF: Distributed Parallel Homology Search System for Large-scale Metagenomic AnalysisMachida, Kenta / Tatebe, Osamu et al. | 2019
- 3701
-
An Experimental Comparison of GPU Techniques for DBSCAN ClusteringMustafa, Hamza / Leal, Eleazar / Gruenwald, Le et al. | 2019
- 3711
-
Towards a High-Level Description for Generating Stream Processing Benchmark ApplicationsPagliari, Alessio / Huet, Fabrice / Urvoy-Keller, Guillaume et al. | 2019
- 3717
-
Mix and Rank: A Framework for Benchmarking Recommender SystemsPaudel, Bibek / Kocev, Dragi / Eftimov, Tome et al. | 2019
- 3727
-
Multidimensional Preference Query Optimization on Infrastructure Monitoring SystemsQin, Yinghua / Guzun, Gheorghi et al. | 2019
- 3737
-
A Gray-box Testing Method for Divide&Conquer in Image ProcessingStrutz, Marco / Hesling, Hermann / Hufnagl, Peter et al. | 2019
- 3744
-
GraphOpt: a Framework for Automatic Parameters Tuning of Graph Processing FrameworksTwaty, Muaz / Ghrab, Amine / Skhiri, Sabri et al. | 2019
- 3754
-
Cluster-size optimization within a cloud-based ETL framework for Big DataZdravevski, Eftim / Lameski, Petre / Dimitrievski, Ace / Grzegorowski, Marek / Apanowicz, Cas et al. | 2019
- 3764
-
Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learningOnga, Yuto / Fujiyama, Shingo / Arai, Hayato / Chayama, Yusuke / Iyatomi, Hitoshi / Oishi, Kenichi et al. | 2019
- 3770
-
Using Governance and Adaptive Normative Multiagent Systems for Dynamic Vehicle Platoon FormationCaetano, Lauro / Viana, Marx / Cirilo, Elder / Alencar, Paulo / Lucena, Carlos et al. | 2019
- 3775
-
Towards Building an Interactive Platform for Analyzing Movement of Buses in HajjFelemban, Emad / Rehman, Faizan Ur / Biabani, Asad Ali / Naseer, Atif / AlAbdulwahab, Usama et al. | 2019
- 3779
-
Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic PredictionHasanzadeh, Arman / Liu, Xi / Duffield, Nick / Narayanan, Krishna R. et al. | 2019
- 3789
-
Classification of Driving Behavior Events Utilizing Kinematic Classification and Machine Learning for Down Sampled Time Series DataKrishnamurthy, Vikram / Nezafati, Kusha / Bae, Juhyun / Gursoy, Emre / Zhong, Mian / Singh, Vikrant et al. | 2019
- 3797
-
802.11ac and p in a Simulated VANET EnvironmentLee, Michael / Yang, Beichen / Atkison, Travis et al. | 2019
- 3803
-
Knowledge and Situation-Aware Vehicle Traffic ForecastingPeng, Hao / Klepp, Nicholas / Toutiaee, Mohammadhossein / Arpinar, I. Budak / Miller, John A. et al. | 2019
- 3813
-
Scalable Object Tracking in Smart CitiesStovall, Jose / Harris, Austin / O'Grady, Amanda / Sartipi, Mina et al. | 2019
- 3820
-
Preliminary Research on Vehicle Speed Detection using Traffic CamerasWang, Chen / Musaev, Aibek et al. | 2019
- 3824
-
Detecting Pedestrian Crossing Events in Large Video Data from Traffic Monitoring CamerasXu, Weijia / Ruiz, Natalia / Pierce, Kelly / Huang, Ruizhu / Meyer, Joel / Duthie, Jen et al. | 2019
- 3832
-
Discovering High Demanding Bus Routes Using Farecard DataYang, Hongzhi / Chiang, Chieh-Feng / Arbee L.P., Chen et al. | 2019
- 3838
-
Training-free Monocular 3D Event Detection System for Traffic SurveillanceYu, Lijun / Chen, Peng / Liu, Wenhe / Kang, Guoliang / Hauptmann, Alexander G. et al. | 2019
- 3844
-
Exploring the Brand Competition Patterns of China’s Auto Market with Massive Sales LeadsZhang, Sheng / Che, Haoyang / Zhang, Jiacai / Duan, Yucong et al. | 2019
- 3864
-
A Technical Perspective of DataCalc — Ad-hoc Analyses on Heterogeneous Data SourcesLuong, Johannes / Habich, Dirk / Lehner, Wolfgang et al. | 2019
- 3874
-
Kafka: the Database Inverted, but Not Garbled or CompromisedRooney, Sean / Urbanetz, Peter / Giblin, Chris / Bauer, Daniel / Froese, Florian / Garces-Erice, Luis / Tomic, Sasa et al. | 2019
- 3881
-
On the RESTful Web Services for Managing Application Virtualization EnvironmentsYildiz, Elif Cansu / Unal, Engin / Tuzun, Hakan / Aktas, Doruk Eren / Aktas, Mehmet S. et al. | 2019
- 3887
-
A Mobility-Driven Approach to Modeling Building EnergyBerres, Anne / Im, Piljae / Kurte, Kuldeep / Allen-Dumas, Melissa / Thakur, Gautam / Sanyal, Jibonananda et al. | 2019
- 3896
-
The Blessing of Dimensionality in Many-Objective Search: An Inverse Machine Learning InsightGupta, Abhishek / Ong, Yew-Soon / Shakeri, Mojtaba / Chi, Xu / NengSheng, Allan Zhang et al. | 2019
- 3903
-
Fast Top-N Personalized Recommendation on Item GraphLin, Zhuoyi / Feng, Lei / Kwoh, Chee-Keong / Xu, Chi et al. | 2019
- 3909
-
Analysis of Hurricane Matthew 2016 Data to Estimate Airline Passengers DisruptionMeda, Harshitha / Davis, Lauren B. / Vogiatzis, Chrysafis et al. | 2019
- 3916
-
Estimation of Transactional Network Data Between Branch Offices using Transactional Big Data Throughout JapanOgawa, Yoshiki / Akiyama, Yuki / Yoshihide, Sekimoto / Shibasaki, Ryosuke et al. | 2019
- 3925
-
Coping with Big Data in Transfer OptimizationShakeri, Mojtaba / Gupta, Abhishek / Ong, Yew-Soon / Chi, Xu / NengSheng, Allan Zhang et al. | 2019
- 3933
-
Service Time Prediction for Last-Yard DeliverySong, Junxian / Wen, Rong / Xu, Chi / Tay, Joel Wei En et al. | 2019
- 3939
-
Performance Evaluation of Ethereum-based On-chain Sensor Data Management Platform for Industrial IoTToyoda, Kentaroh / Shakeri, Mojtaba / Chi, Xu / Zhang, Allan N. et al. | 2019
- 3947
-
Ensemble kriging for environmental spatial processesYagli, Gokhan Mert / Tay, Joel Wei En / Yang, Dazhi et al. | 2019
- 3951
-
Dynamic visualization of large scale tactical network simulationsDasari, Venkat / Allen, Stephen / Brown, Scott E. et al. | 2019
- 3955
-
Analysis of High fidelity ns-3 simulations to study real-time application performance in tactical wireless networksDasari, Venkat / Alexander, David / Brown, Scott / Brooks, Jenmfer / Panneton, Brian / Su, Simon et al. | 2019
- 3960
-
Leveraging Comprehensive Data Analysis to Inform Parallel HPC WorkloadsDwyer, Matthew / Kaff, Nicole / Cohen, Jacob / Frauenhoffer, Michael et al. | 2019
- 3968
-
Dynamic Collaborative Visualization Ecosystem to Support the Analysis of Large-Scale Disparate DataKoehler, Christopher / Berger, Andrew / Rajashekar, Raksha / Wischgoll, Thomas / Su, Simon et al. | 2019
- 3978
-
Detecting Network Soft-failures with the Network Link Outlier Factor (NLOF)Mendoza, Christopher / Dasari, Venkat / McGarry, Michael P. et al. | 2019
- 3984
-
Visualization Techniques for Large-Scale Monte Carlo SimulationPerry, Vincent / Gao, Wendy / Chen, Michael / Barton, J. Michael / Su, Simon et al. | 2019
- 3992
-
Hybrid 2D and 3D Visual Analytics of Network Simulation DataSu, Simon / Perry, Vincent / Dasari, Venkat et al. | 2019
- 4000
-
On the Quality of Classification Models for Inferring ABAC Policies from Access LogsCappelletti, Luca / Valtolina, Stefano / Valentini, Giorgio / Mesiti, Marco / Bertino, Elisa et al. | 2019
- 4008
-
Towards a Neural-Symbolic Generative Policy ModelCunnington, Daniel / Law, Mark / Russo, Alessandra / Bertino, Elisa / Calo, Seraphin et al. | 2019
- 4017
-
Access Control Model Extensions to Support Data Privacy Protection based on GDPRDavari, Maryam / Bertino, Elisa et al. | 2019
- 4025
-
A Policy-based Approach for Measuring Data QualityGrueneberg, K. / Calo, S. / Dewan, P. / Verma, D. / O'Gorman, Tristan et al. | 2019
- 4032
-
Counting Devices: Revisiting Existing Approaches in Today’s SettingsLe, Franck / Valdez, Enriquillo / Cheng, Pau-Chen et al. | 2019
- 4038
-
Policy based Ensembles for applying ML on Big DataVerma, D. / Calo, S. / Bertino, E. / Russo, A. / White, G. et al. | 2019
- 4045
-
Enabling Privacy Policies for mHealth StudiesWang, Brian / Srivastava, Mani B. et al. | 2019
- 4055
-
Mining top-up transactions and online classified ads to predict urban neighborhoods socioeconomic statusCruz, Eduardo / Vaca, Carmen / Avendano, Allan et al. | 2019
- 4063
-
Towards Building Evacuation Planning Platform using Multimodal Transportation for a Large CrowdFelemban, Emad / Rehman, Faizan Ur / Wadood, Hassan / Naseer, Atif et al. | 2019
- 4067
-
bench4gis: Benchmarking Privacy-aware Geocoding with Open Big DataHarris, Daniel R. / Delcher, Chris et al. | 2019
- 4071
-
Short Paper: Evaluation of Location Estimation Method That Focuses on Geographical Proximity of FriendsIKEDA, Keisuke / KOJIMA, Kazufumi / TANI, Masahiro et al. | 2019
- 4075
-
Decision-Making System for Road-Recovery Considering Human Mobility by Applying Deep Q-NetworkJoo, Soo-hyun / Ogawa, Yoshiki / Sekimoto, Yoshihide et al. | 2019
- 4085
-
Short Paper: User Identification across Online Social Networks Based on Similarities among Distributions of Friends’ LocationsKOJIMA, Kazufumi / IKEDA, Keisuke / TANI, Masahiro et al. | 2019
- 4089
-
Monitoring of natural disasters through anomaly detection on mobile phone dataMarzuoli, Aude / Liu, Fengmei et al. | 2019
- 4099
-
Co-location Pattern Mining of Geosocial Data to Characterize Urban Functional SpacesMasrur, Arif / Thakur, Gautam / Sparks, Kevin / Palumbo, Rachel / Peuquet, Donna J. et al. | 2019