Multi-sensor Visual Analytics Supported by Machine-Learning Models (English)
- New search for: Sharma, Geetika
- New search for: Shroff, Gautam
- New search for: Pandey, Aditeya
- New search for: Singh, Brijendra
- New search for: Sehgal, Gunjan
- New search for: Paneri, Kaushal
- New search for: Agarwal, Puneet
- New search for: Sharma, Geetika
- New search for: Shroff, Gautam
- New search for: Pandey, Aditeya
- New search for: Singh, Brijendra
- New search for: Sehgal, Gunjan
- New search for: Paneri, Kaushal
- New search for: Agarwal, Puneet
In:
2015 IEEE International Conference on Data Mining Workshop (ICDMW)
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668-674
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2015
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ISSN:
- Conference paper / Electronic Resource
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Title:Multi-sensor Visual Analytics Supported by Machine-Learning Models
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Contributors:Sharma, Geetika ( author ) / Shroff, Gautam ( author ) / Pandey, Aditeya ( author ) / Singh, Brijendra ( author ) / Sehgal, Gunjan ( author ) / Paneri, Kaushal ( author ) / Agarwal, Puneet ( author )
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2015-11-01
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Size:789274 byte
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ISBN:
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ISSN:
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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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Automatic Visual Analysis of Real-World Events Covered By Social Media Using Convolutional Neural NetworksHamer, Henning / Merentitis, Andreas / Frangiadakis, Nikolaos / Shukanov, Sergey et al. | 2015
- 7
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Event Detection from Millions of Tweets Related to the Great East Japan Earthquake Using Feature Selection TechniqueHashimoto, Takako / Shepard, Dave / Kuboyama, Tetsuji / Shin, Kilho et al. | 2015
- 13
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Fast Community Discovery and Its Evolution Tracking in Time-Evolving Social NetworksLiu, Yao / Gao, Hong / Kang, Xiaohui / Liu, Qiao / Wang, Ruijin / Qin, Zhiguang et al. | 2015
- 21
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Correlation of Brand Mentions in Social Media and Web Searching Before and After Real Life Events: Phase Analysis of Social Media and Search Data for Super Bowl 2015 CommercialsMukherjee, Partha / Jansen, Bernard J. et al. | 2015
- 27
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Newsworthy Rumor Events: A Case Study of TwitterNourbakhsh, Armineh / Liu, Xiaomo / Shah, Sameena / Fang, Rui / Ghassemi, Mohammad Mahdi / Li, Quanzhi et al. | 2015
- 33
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Toponym Recognition in Social Media for Estimating the Location of EventsSagcan, Meryem / Karagoz, Pinar et al. | 2015
- 40
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Outlier Detection and Trend Detection: Two Sides of the Same CoinSchubert, Erich / Weiler, Michael / Zimek, Arthur et al. | 2015
- 47
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A Human-Machine Collaborative System for Identifying Rumors on TwitterVosoughi, Soroush / Roy, Deb et al. | 2015
- 51
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Examining Botnet Behaviors for Propaganda Dissemination: A Case Study of ISIL's Beheading Videos-Based PropagandaAl-khateeb, Samer / Agarwal, Nitin et al. | 2015
- 58
-
Twitter Fingerprints as Active AuthenticatorsBrown, Alex / Abramson, Myriam et al. | 2015
- 64
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Exploiting Class Bias for Discovery of Topical Experts in Social MediaChepurna, Iuliia / Makrehchi, Masoud et al. | 2015
- 72
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Population Behavior Analysis of Chinese University Students via Digital Campus CardsFan, Shilin / Li, Ping / Liu, Ting / Chen, Yan et al. | 2015
- 78
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Identifying Behavioral Characteristics in EGM Gambling Data Using Session ClusteringMosquera, Maria Gabriella / Keelj, Vlado et al. | 2015
- 86
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Generalized Learning of Neural Network Based Semantic Similarity Models and Its Application in Movie SearchYe, Xugang / Qi, Zijie / Song, Xinying / He, Xiaodong / Massey, Dan et al. | 2015
- 94
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Cross-Dataset Validation of Feature Sets in Musical Instrument ClassificationDonnelly, Patrick J. / Sheppard, John W. et al. | 2015
- 102
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Fast Keypoint Reduction for Image Retrieval by Accelerated Diverse Density ComputationWada, Toshikazu / Mukai, Yuichi et al. | 2015
- 108
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To Love or to Loathe: How is the World Reacting to China's Rise?Wang, Yu / Yuan, Jianbo / Luo, Jiebo et al. | 2015
- 116
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Robust Local Outlier DetectionDu, Haizhou / zhao, Shengjie / zhang, Daqiang et al. | 2015
- 124
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Understanding the Impact of Socio-Economic and Environmental Factors for Disease Outbreak in Developing CountriesBabar, Zaheer / Mannan, Abdul / Kamiran, Faisal / Karim, Asim et al. | 2015
- 132
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An Enumerative Biclustering Algorithm for DNA Microarray DataBen Saber, Haifa / Elloumi, Mourad et al. | 2015
- 139
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Human Activity Recognition: From Controlled Lab Experiments to Competitive Live EvaluationGjoreski, Hristijan / Gams, Matja / Lutrek, Mitja et al. | 2015
- 146
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Toward Comprehensive Attribution of Healthcare Cost ChangesKatz-Rogozhnikov, Dmitriy A. / Wei, Dennis / Yuen-Reed, Gigi Y. / Ramamurthy, Karthikeyan Natesan / Mojsilovic, Aleksandra et al. | 2015
- 156
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Predicting Clinical Phenotype Using OTU-Based Metagenome RepresentationLaPierre, Nathan / Rangwala, Huzefa et al. | 2015
- 164
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Activity Recognition Using Wrist-Worn Sensors for Human Performance EvaluationNguyen, Minh / Fan, Liyue / Shahabi, Cyrus et al. | 2015
- 170
-
Identifying Medical Terms Related to Specific DiseasesShekhar, Mihir / Chikka, Veera Raghavendra / Thomas, Lini / Mandhan, Sunil / Karlapalem, Kamalakar et al. | 2015
- 178
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Hierarchical Prescription Pattern Analysis with Symptom LabelsShin, Su-Jin / Oh, Je-Yong / Park, Sungrae / Kim, Minki / Moon, Il-Chul et al. | 2015
- 188
-
Exploiting Social Media with Tensor Decomposition for PharmacovigilanceYang, Christopher C. / Yang, Haodong et al. | 2015
- 196
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Mining a Weighted Heterogeneous Network Extracted from Healthcare-Specific Social Media for Identifying Interactions between DrugsYang, Haodong / Yang, Christopher C. et al. | 2015
- 204
-
Methodology for Large-Scale Entity Resolution without Pairwise MatchingChen, Cheng / Pullen, Daniel / Petty, Reed H. / Talburt, John R. et al. | 2015
- 211
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Context-Aware Approximate String Matching for Large-Scale Real-Time Entity ResolutionChristen, Peter / Gayler, Ross W et al. | 2015
- 218
-
Unsupervised Measuring of Entity Resolution ConsistencyFisher, Jeffrey / Wang, Qing et al. | 2015
- 222
-
Terra Populus: Integrated Data on Population and EnvironmentRuggles, Steven / Kugler, Tracy A. / Fitch, Catherine A. / Van Riper, David C. et al. | 2015
- 232
-
Building a National Perinatal Data Base without the Use of Unique Personal IdentifiersSchnell, Rainer / Borgs, Christian et al. | 2015
- 240
-
Multiresolution Mutual Information Method for Social Network Entity ResolutionShi, Cong / Duan, Rong et al. | 2015
- 248
-
Named Entity Disambiguation Leveraging Multi-aspect InformationZhang, Quanlong / Li, Feng / Wang, Fang / Li, Zhoujun et al. | 2015
- 256
-
Temporal Models for Predicting Student Dropout in Massive Open Online CoursesFei, Mi / Yeung, Dit-Yan et al. | 2015
- 264
-
Identifying Students' Mechanistic Explanations in Textual Responses to Science Questions with Association Rule MiningGuo, Yu / Xing, Wanli / Lee, Hee-Sun et al. | 2015
- 269
-
Education, Learning and Information TheoryHooi, Bryan / Song, Hyun Ah / Papalexakis, Evangelos / Agrawal, Rakesh / Faloutsos, Christos et al. | 2015
- 273
-
Including Content-Based Methods in Peer-Assessment of Open-Response QuestionsLuaces, Oscar / Diez, Jorge / Alonso, Amparo / Troncoso, Alicia / Bahamonde, Antonio et al. | 2015
- 280
-
Using and Improving Coding Guides for and by Automatic Coding of PISA Short Text ResponsesZehner, Fabian / Goldhammer, Frank / Salzer, Christine et al. | 2015
- 288
-
Adversarial Feature SelectionBudhraja, Karan Kumar / Oates, Tim et al. | 2015
- 295
-
Exploiting User Feedback for Expert Finding in Community Question AnsweringCheng, Xiang / Zhu, Shuguang / Chen, Gang / Su, Sen et al. | 2015
- 303
-
J-Distance Discord: An Improved Time Series Discord Definition and Discovery MethodHuang, Tian / Zhu, Yongxin / Wu, Yafei / Shi, Weiwei et al. | 2015
- 311
-
A Stochastic Game Theoretic Model for Expanding ATM ServicesKanapaka, Raja Rathnam Naidu / Neelisetti, Raghu Kisore et al. | 2015
- 319
-
Applying Data Mining Techniques to Direct Marketing: Challenges and SolutionsLi, Ying / Murali, Pavankumar / Shao, Nan / Sheopuri, Anshul et al. | 2015
- 328
-
Why do Retailers End Price Promotions: A Study on Duration and Profit Effects of PromotionLi, Zhen / Yada, Katsutoshi et al. | 2015
- 336
-
The Change of the Structure of Patient Satisfaction by Waiting Time, Length of Stay and Hospital Rebuilding in JapanOkuda, Masumi / Yasuda, Akira / Tsumoto, Shusaku et al. | 2015
- 345
-
Identifying Employees for Re-skilling Using an Analytics-Based ApproachRamamurthy, Karthikeyan Natesan / Singh, Moninder / Davis, Michael / Kevern, J. Alex / Klein, Uri / Peran, Michael et al. | 2015
- 355
-
Adslot Mining for Online Display AdsTaniguchi, Kazuki / Harada, Yuki / Duc, Nguyen Tuan et al. | 2015
- 365
-
Rule Mining Based on Nonmonotonic Rule Layers and Its Application to MedicineTsumoto, Shusaku / Hirano, Shoji et al. | 2015
- 373
-
Research Paper Recommendation Based on the Knowledge GapZhao, Weidong / Wu, Ran / Dai, Weihui / Dai, Yonghui et al. | 2015
- 381
-
Emergence of Regularities in the Stochastic Behavior of HumanLe Goc, Marc / Barthelot, Fabien / Pascual, Eric et al. | 2015
- 389
-
A Generic Energy Disaggregation Approach: What and When Electrical Appliances are UsedLiu, Tengfei / Ding, Xianghua / Gu, Ning et al. | 2015
- 398
-
Trajectory-Based Task Allocation for Reliable Mobile Crowd Sensing SystemsMrazovic, Petar / Matskin, Mihhail / Dokoohaki, Nima et al. | 2015
- 407
-
Estimating Taxi Demand-Supply Level Using Taxi Trajectory Data StreamShao, Dongxu / Wu, Wei / Xiang, Shili / Lu, Yu et al. | 2015
- 414
-
Valuating Queries for Data Trading in Modern CitiesTang, Ruiming / Wu, Huayu / He, Xiuqiang / Bressan, Stephane et al. | 2015
- 422
-
Next Generation of Journey Planner in a Smart CityYu, Liang / Shao, Dongxu / Wu, Huayu et al. | 2015
- 430
-
Learning Optimization Friendly Comfort Model for HVAC Model Predictive ControlZhou, Yuxun / Li, Dan / Spanos, Costas J. et al. | 2015
- 440
-
Affine and Regional Dynamic Time WarpingChen, Tsu-Wei / Abdelmaseeh, Meena / Stashuk, Daniel et al. | 2015
- 449
-
Laplacian SVM Based Feature Selection Improves Medical Event Reports ClassificationFodeh, Samah / Benin, Andrea / Miller, Perry / Lee, Kyle / Koss, Michele / Brandt, Cynthia et al. | 2015
- 455
-
Extensible Query Framework for Unstructured Medical Data -- A Big Data ApproachIstephan, Sarmad / Siadat, Mohammad-Reza et al. | 2015
- 463
-
Applying Association Rule Mining to Semantic Data in the Lung Image Database ConsortiumKennedy, Brendan / Carrazza, Miguel / Rasin, Alex / Furst, Jacob / Raicu, Daniela S. et al. | 2015
- 472
-
A Content Analysis of Patient-Reported Medication Outcomes on Social MediaRu, Boshu / Harris, Kimberly / Yao, Lixia et al. | 2015
- 480
-
Improving Mortality Prediction in Cardiovascular Risk Patients by Balancing ClassesSoria-Olivas, Emilio / Martin-Guerrero, Jose David / Redon, Josep / Tellez-Plaza, Maria / Vila-Frances, Joan et al. | 2015
- 485
-
Link Prediction in Large Networks by Comparing the Global View of Nodes in the NetworkCoskun, Mustafa / Koyuturk, Mehmet et al. | 2015
- 493
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StructMatrix: Large-Scale Visualization of Graphs by Means of Structure Detection and Dense MatricesGualdron, Hugo / Cordeiro, Robson L. F. / Rodrigues, Jose F. et al. | 2015
- 501
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Redundancy Reduction in Wireless Sensor Networks via Centrality MetricsMocanu, Decebal Constantin / Vega, Maria Torres / Liotta, Antonio et al. | 2015
- 508
-
Mining Unstable Communities from Network EnsemblesRahman, Ahsanur / Jan, Steve / Kim, Hyunju / Prakash, B. Aditya / Murali, T. M. et al. | 2015
- 516
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Detecting Anomalies in Time-Varying Networks Using Tensor DecompositionSapienza, Anna / Panisson, Andre / Wu, Joseph / Gauvin, Laetitia / Cattuto, Ciro et al. | 2015
- 524
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Dispersion Based Similarity for Mining Similar Papers in Citation NetworkSinghal, Saksham / Pudi, Vikram et al. | 2015
- 532
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Efficient and Time Scale-Invariant Detection of Correlated Activity in Communication NetworksThompson, Brian / Abello, James et al. | 2015
- 540
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Email Engagement Segmentation Using Bipartite Graph Co-clusteringWang, Ketong / Beach, Aaron et al. | 2015
- 547
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Finding Hierarchical Communities in Complex Networks Using Influence-Guided Label PropagationWang, Wenjun / Street, W. Nick et al. | 2015
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A Study of Feature Selection of Magnetogram Complexity Features in an Imbalanced Solar Flare Prediction Data-SetAl-Ghraibah, Amani / Boucheron, Laura E. / McAteer, R. T. James et al. | 2015
- 565
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FPGA-Accelerated Hadoop Cluster for Deep Learning ComputationsAlhamali, Abdulrahman / Salha, Nibal / Morcel, Raghid / Ezzeddine, Mazen / Hamdan, Omar / Akkary, Haitham / Hajj, Hazem et al. | 2015
- 575
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Spatiotemporal Frequent Pattern Mining on Solar Data: Current Algorithms and Future DirectionsAydin, Berkay / Angryk, Rafal et al. | 2015
- 582
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Unsupervised Learning Techniques for Detection of Regions of Interest in Solar ImagesBanda, Juan M. / Angryk, Rafal A. et al. | 2015
- 589
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Citation Prediction Using Diverse FeaturesBhat, Harish S. / Huang, Li-Hsuan / Rodriguez, Sebastian / Dale, Rick / Heit, Evan et al. | 2015
- 597
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Mining Massive Vector Data on Single Instruction Multiple Data MicroarchitecturesBohm, Christian / Plant, Claudia et al. | 2015
- 607
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Stream Clustering: Efficient Kernel-Based Approximation Using Importance SamplingChitta, Radha / Jin, Rong / Jain, Anil K. et al. | 2015
- 615
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Order Selection of Autoregressive Processes Using Bridge CriterionDing, Jie / Noshad, Mohammad / Tarokh, Vahid et al. | 2015
- 623
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LeSiNN: Detecting Anomalies by Identifying Least Similar Nearest NeighboursPang, Guansong / Ting, Kai Ming / Albrecht, David et al. | 2015
- 631
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A Deep Embedding Model for Co-occurrence LearningShen, Yelong / Jin, Ruoming / Chen, Jianshu / He, Xiaodong / Gao, Jianfeng / Deng, Li et al. | 2015
- 639
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Positive-Unlabeled Learning in the Face of Labeling BiasYoungs, Noah / Shasha, Dennis / Bonneau, Richard et al. | 2015
- 646
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Visual Opinion Analysis of Threaded DiscussionsChen, Yang et al. | 2015
- 652
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Block-Organized Topology Visualization for Visual Exploration of Signed NetworksHu, Xianlin / Wu, Leting / Lu, Aidong / Wu, Xintao et al. | 2015
- 660
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Fun in the Philippines: Automatic Identification and Sentiment Analysis of Tourism-Related TweetsMenchavez, Julia Camille L. / Espinosa, Kurt Junshean P. et al. | 2015
- 668
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Multi-sensor Visual Analytics Supported by Machine-Learning ModelsSharma, Geetika / Shroff, Gautam / Pandey, Aditeya / Singh, Brijendra / Sehgal, Gunjan / Paneri, Kaushal / Agarwal, Puneet et al. | 2015
- 675
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OLAP Visual Analytics on Large Software Call Graphs with Hierarchical ChordMapWang, Le / Gong, Jiangtao / Shi, Lei et al. | 2015
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The Role of Context in Abductive Reasoning and Context Retrieval from Clauses -- Towards IMDJAbe, Akinori et al. | 2015
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Proposal of LDA-Based Sentiment Visualization of Hotel ReviewsChen, Yu-Sheng / Chen, Lieu-Hen / Takama, Yasufumi et al. | 2015
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Extraction of Preference of Recipe Providers and Users on Recipe-Sharing WebsitesEmoto, Mamoru et al. | 2015
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Estimating Contextual Relationships of Stakeholders in Scenarios Using DBpediaHayashi, Teruaki et al. | 2015
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Auctioning Data for LearningKoutsopoulos, Iordanis / Gionis, Aristides / Halkidi, Maria et al. | 2015
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Extended Goal Graph: A Support Tool for Discovering Conflicts among Stakeholders and Promoting Requirements Elicitation with Goal OrientationKushiro, Noriyuki / Shimizu, Takuro et al. | 2015
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Shikake Data Market for Collaborative Shikake CreationMatsumura, Naohiro / Takeda, Hideaki et al. | 2015
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Knowledge-Based Circulation Growth Model: Applying a Data Marketplace to Concept DesignNakamura, Jun / Teramoto, Masahiko et al. | 2015
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Tangled String Diverted for Evaluating Stock Risks: A by Product of Innovators Marketplace on Data JacketsOhsawa, Yukio et al. | 2015
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Application of Applied KOTO-FRAME to the Five-Story Pagoda Aseismatic MechanismTeramoto, Masahiko / Nakamura, Jun et al. | 2015
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Data Jacket Retrieval Based on Explicit Semantic AnalysisZhang, Quexuan et al. | 2015
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Scattering Decomposition for Massive Signal Classification: From Theory to Fast Algorithm and Implementation with Validation on International Bioacoustic BenchmarkBalestriero, Randall / Glotin, Herve et al. | 2015
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Compact Features for Birdcall Retrieval from Environmental Acoustic RecordingsDong, Xueyan / Towsey, Michael / Zhang, Jinglan / Roe, Paul et al. | 2015
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Data Mining Sound Archives: A New Scalable Algorithm for Parallel-Distributing ProcessingJ, Peter / Dugan, / Klinck, Holger / Zollweg, John A. / Clark, Christopher W. et al. | 2015
- 773
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JMesh -- A Scalable Web-Based Platform for Visualization and Mining of Passive Acoustic DataMouy, Xavier / Mouy, Pierre-Alain / Hannay, David / Dakin, Tom et al. | 2015
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Sparse Coding for Efficient Bioacoustic Data Mining: Preliminary Application to Analysis of Whale SongsRazik, Joseph / Glotin, Herve / Hoeberechts, Maia / Doh, Yann / Paris, Sebastien et al. | 2015
- 788
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The Navigation and Visualisation of Environmental Audio Using Zooming SpectrogramsTowsey, Michael W. / Truskinger, Anthony M. / Roe, Paul et al. | 2015
- 798
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Computer-Assisted Sampling of Acoustic Data for More Efficient Determination of Bird Species RichnessZhang, Liang / Towsey, Michael / Zhang, Jinglan / Roe, Paul et al. | 2015
- 806
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Large Data Clustering Using Quadratic Programming: A Comprehensive Quantitative AnalysisChakeri, Alireza / Hall, Lawrence O. et al. | 2015
- 814
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Paradigmatic Clustering for NLPSantisteban, Julio / Tejada-Carcamo, Javier et al. | 2015
- 821
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A Dirichlet Energy Criterion for Graph-Based Image SegmentationZosso, Dominique / Osting, Braxton / Osher, Stanley J. et al. | 2015
- 831
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Finding Subspace Clusters Using Ranked NeighborhoodsAksehirli, Emin / Nijssen, Siegfried / van Leeuwen, Matthijs / Goethals, Bart et al. | 2015
- 839
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PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional DataApiletti, Daniele / Baralis, Elena / Cerquitelli, Tania / Garza, Paolo / Michiardi, Pietro / Pulvirenti, Fabio et al. | 2015
- 847
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HARAM: A Hierarchical ARAM Neural Network for Large-Scale Text ClassificationBenites, Fernando / Sapozhnikova, Elena et al. | 2015
- 855
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New Quality Indexes for Optimal Clustering Model Identification with High Dimensional DataLamirel, Jean-Charles / Cuxac, Pascal et al. | 2015
- 863
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Pruned Simple Model Sets for Fast Exact Recovery of ImageMatei, Basarab / Bennani, Younes et al. | 2015
- 871
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Fast LMNN Algorithm through Random SamplingWu, Kaiyuan / Zheng, Zhiming et al. | 2015
- 877
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Temporal Topic Inference for Trend PredictionAghababaei, Somayyeh / Makrehchi, Masoud et al. | 2015
- 885
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Topic Detection Based on User IntentionDeng, Lu / Quan, Yong / Xu, Jing / Huang, Jiuming / Zhou, Bin et al. | 2015
- 892
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Ranking-Based Multi-source Rating Aggregation with Social ContextsLi, Lei / Liang, Qin / Liu, Guanfeng et al. | 2015
- 900
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Dynamic Community Detection Algorithm Based on Incremental IdentificationLi, Xiaoming / Wu, Bin / Guo, Qian / Zeng, Xuelin / Shi, Chuan et al. | 2015
- 908
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Analyzing the Transferability of Collective Inference Models Across NetworksNiu, Ransen / Moreno, Sebastian / Neville, Jennifer et al. | 2015
- 917
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Discovering Functional Communities in Social MediaThompson, Brian / Ness, Linda / Shallcross, David / Bassu, Devasis et al. | 2015
- 925
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Joint Recovery and Representation Learning for Robust Correlation Estimation Based on Partially Observed DataWang, Shupeng / Zhang, Xiao-Yu / Yun, Xiaochun / Wu, Guangjun et al. | 2015
- 932
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Two Phase Based Spammer Detection in WeiboZheng, Xinhu / Wang, Jiamiao / Jie, Fei / Li, Lei et al. | 2015
- 940
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Core Network Based Multi-label Classification in Large-Scale Social Network EnvironmentsZhang, Zan / Wang, Hao / Li, Lei / Liu, Guanfeng et al. | 2015
- 948
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Comparing SVD and SDAE for Analysis of Islamist Forum PostingsAlsadhan, N. / Skillicorn, D. B. et al. | 2015
- 954
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Detecting Multipliers of Jihadism on TwitterKaati, Lisa / Omer, Enghin / Prucha, Nico / Shrestha, Amendra et al. | 2015
- 961
-
Text Classification Models for Web Content Filtering and Online SafetyLiu, Shuhua / Forss, Thomas et al. | 2015
- 969
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Identifying Key-Players in Online Activist Groups on the Facebook Social NetworkNouh, Mariam / Nurse, Jason R. C. et al. | 2015
- 979
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Sentiment-Based Identification of Radical Authors (SIRA)Scrivens, Ryan / Davies, Garth / Frank, Richard / Mei, Joseph et al. | 2015
- 987
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A Hybrid Learning from Multi-behavior for Malicious Domain Detection on Enterprise NetworkShi, Liang / Lin, Derek / Fang, Chunsheng Victor / Zhai, Yan et al. | 2015
- 997
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A Decision Support System for Crowd Control Using Agent-Based Modeling and SimulationPark, Andrew J. / Tsang, Herbert H. / Buckley, Shawn / Ramirez, Hector C. Alzate / Spicer, Valerie et al. | 2015
- 1001
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Defending Suspected Users by Exploiting Specific Distance Metric in Collaborative Filtering Recommender SystemsYang, Zhihai / Cai, zhongmin et al. | 2015
- 1007
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Signed Directed Social Network Analysis Applied to Group ConflictZheng, Q. / Skillicorn, D. B. / Walther, O. et al. | 2015
- 1015
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Constructing Topic Hierarchies from Social Media DataZhang, Yuhao / Mao, Wenji / Zeng, Daniel et al. | 2015
- 1019
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Mining Spatial-Temporal Semantic Trajectory Patterns from Raw TrajectoriesChen, Chien-Cheng / Kuo, Chia-Hsiang / Peng, Wen-Chih et al. | 2015
- 1025
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How to Find Appropriate Automobile Exhibition Halls: Towards a Personalized Recommendation Service for Auto ShowGuo, Danhuai / Zhu, Yingqiu / Xu, Wei / Ge, Yong / Zhou, Yuanchun / Li, Jianhui et al. | 2015
- 1031
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A Method of Purchase Prediction Based on User Behavior LogLi, Dancheng / Zhao, Guangming / Wang, Zhi / Ma, Wenjia / Liu, Ying et al. | 2015
- 1040
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Impulse-Response Model for Human Behaviors SequencesLi, Houyi / Han, Banghe / Li, Ying / Li, Junming et al. | 2015
- 1048
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Multi-Classes Feature Engineering with Sliding Window for Purchase Prediction in Mobile CommerceLi, Qiang / Gu, Maojie / Zhou, Keren / Sun, Xiaoming et al. | 2015
- 1055
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Deep Convolutional Neural Network and Multi-view Stacking Ensemble in Ali Mobile Recommendation Algorithm Competition: The Solution to the Winning of Ali Mobile Recommendation AlgorithmLi, Xiang / Qian, Suchi / Peng, Furong / Yang, Jian / Hu, Xiaolin / Xia, Rui et al. | 2015
- 1063
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Lifting the Predictability of Human Mobility on Activity TrajectoriesLi, Xianming / Lian, Defu / Xie, Xing / Sun, Guangzhong et al. | 2015
- 1070
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The Hierarchical Model to Ali Mobile Recommendation CompetitionQian, Suchi / Peng, Furong / Li, Xiang / Lu, Jianfeng et al. | 2015
- 1078
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Investigation of Simulated Annealing Cooling Schedule for Mobile RecommendationsYe, Zeyang / Xiao, Keli / Deng, Yuefan et al. | 2015
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Purchase Behavior Prediction in M-Commerce with an Optimized Sampling MethodsYi, Zhihao / Wang, Danning / Hu, Kai / Li, Qiang et al. | 2015
- 1093
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Profit Maximization Analysis Based on Data Mining and the Exponential Retention Model Assumption with Respect to Customer Churn ProblemsZhang, Zhaojing / Wang, Regina / Zheng, Weihong / Lan, Shizhan / Liang, Dong / Jin, Hao et al. | 2015
- 1098
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Observing Behaviors of Information Diffusion Models for Diverse Topics of Posts on VKKhairullina, Aisylu / Lee, JooYoung / Jang, Gwan / Myaeng, Sung-Hyon et al. | 2015
- 1103
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Principal Component Analysis and Clustering Based Indoor LocalizaionLiang, Dong / Yang, Jingkang / Xuan, Rui / Zhang, Zhaojing / Yang, Zhifang / Shi, Kexin et al. | 2015
- 1109
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Trip Fare Estimation Study from Taxi Routing Behaviors and Localizing TracesLiu, Ce / Qu, Qiang et al. | 2015
- 1117
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Beyond Sights: Large Scale Study of Tourists' Behavior Using Foursquare DataFerreira, Ana Paula G. / Silva, Thiago Henrique / Loureiro, Antonio Alfredo Ferreira et al. | 2015
- 1125
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Hospitality Exchange Services as a Source of Spatial and Social Data?Tagiew, Rustam / Ignatov, Dmitry I. / Delhibabu, Radhakrishnan et al. | 2015
- 1131
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Location Prediction via Social Contents and Behaviors: Location-Aware Behavioral LDATigunova, Anna / Lee, JooYoung / Nobari, Sadegh et al. | 2015
- 1136
-
Automatic City Region Analysis for Urban RoutingZhao, Kai / Chinnasamy, Mohan Prasath / Tarkoma, Sasu et al. | 2015
- 1143
-
Similarity Learning for Product Recommendation and Scoring Using Multi-channel DataBurhanuddin, Iftikhar Ahamath / Bajaj, Payal / Shekhar, Sumit / Mukherjee, Dipayan / Raj, Ashish / Sankar, Aravind et al. | 2015
- 1153
-
Optimized Swarm Search-Based Feature Selection for Text Mining in Sentiment AnalysisFong, Simon / Gao, Elisa / Wong, Raymond et al. | 2015
- 1163
-
Locality Sensitive Proximal Classifier with Consistency for Small Sample Size ProblemShao, Yuan-Hai / Wang, Zhen / Li, Chun-Na / Deng, Nai-Yang et al. | 2015
- 1171
-
Alternating Direction Method of Multipliers for Nonparallel Support Vector MachinesShen, Xin / Niu, Lingfeng / Tian, Yingjie / Shi, Yong et al. | 2015
- 1177
-
Large-Scale Linear Support Vector Ordinal Regression SolverShi, Yong / Wang, Huadong / Niu, Lingfeng et al. | 2015
- 1185
-
Pedestrian Detection Using Privileged InformationQi, Zhiquan / Tian, Yingjie / Niu, Lingfeng / Meng, Fan / Cui, Limeng / Shi, Yong et al. | 2015
- 1189
-
Matrix Factorization with Column L0-Norm Constraint for Robust Multi-subspace AnalysisWang, Binghui / Liu, Risheng / Lin, Chuang / Fan, Xin et al. | 2015
- 1196
-
Adapting New Categories for Food Recognition with Deep RepresentationAo, Shuang / Ling, Charles X. et al. | 2015
- 1204
-
CroRank: Cross Domain Personalized Transfer Ranking for Collaborative FilteringGuo, Yunhui / Wang, Xin / Xu, Congfu et al. | 2015
- 1213
-
Incremental Discriminant Learning for Heterogeneous Domain AdaptationHan, Peng / Wu, Xinxiao et al. | 2015
- 1221
-
Finding Event Videos via Image Search EngineWang, Han / Wu, Xinxiao et al. | 2015
- 1229
-
Learning Semantic Similarity for Very Short TextsDe Boom, Cedric / Van Canneyt, Steven / Bohez, Steven / Demeester, Thomas / Dhoedt, Bart et al. | 2015
- 1235
-
Cross-Domain Recommendation via Tag Matrix TransferFang, Zhou / Gao, Sheng / Li, Bo / Li, Juncen / Liao, Jianxin et al. | 2015
- 1241
-
Music Mood Classification via Deep Belief NetworkLi, Juncen / Gao, Sheng / Han, Ning / Fang, Zhou / Liao, Jianxin et al. | 2015
- 1246
-
Matrix Plane Model: A Novel Measure of Word Co-occurrence and Application on Semantic RelatednessQi, Ji / Ohsawa, Yukio et al. | 2015
- 1254
-
A Unified Framework for Painting ClassificationSaleh, Babak / Elgammal, Ahmed et al. | 2015
- 1262
-
Mining Individual Mobile User Behavior on Location and InterestsYan, Junjie / Qiao, Yuanyuan / Yang, Jie / Gao, Sheng et al. | 2015
- 1270
-
Sentiment Polarity Classification Using Structural FeaturesAnsari, Daniel et al. | 2015
- 1274
-
OntoSeg: A Novel Approach to Text Segmentation Using Ontological SimilarityBayomi, Mostafa / Levacher, Killian / Ghorab, M. Rami / Lawless, Seamus et al. | 2015
- 1284
-
Exploiting the Focus of the Document for Enhanced Entities' Sentiment Relevance DetectionBen-Ami, Zvi / Feldman, Ronen / Rosenfeld, Benjamin et al. | 2015
- 1294
-
Improving Out-of-Domain Sentiment Polarity Classification Using ArgumentationCarstens, Lucas / Toni, Francesca et al. | 2015
- 1302
-
Lexical Resource for Medical Events: A Polarity Based ApproachMondal, Anupam / Chaturvedi, Iti / Das, Dipankar / Bajpai, Rajiv / Bandyopadhyay, Sivaji et al. | 2015
- 1310
-
Production Estimation for Shale Wells with Sentiment-Based Features from Geology ReportsTong, Bin / Ozaki, Hiroaki / Iwayama, Makoto / Kobayashi, Yoshiyuki / Anshuman, Sahu / Ravigopal, Vennelakanti et al. | 2015
- 1318
-
An Ensemble Sentiment Classification System of Twitter Data for Airline Services AnalysisWan, Yun / Gao, Qigang et al. | 2015
- 1326
-
Towards Domain-Independent Opinion Target ExtractionWawer, Aleksander et al. | 2015
- 1332
-
A Multiple Classifier System for Classifying Life Events on Social MediaCavalin, Paulo R. / Moyano, Luis G. / Miranda, Pedro P. et al. | 2015
- 1336
-
A Two-Stage Learning Method for Response PredictionChen, Kuan-Hsi / Ting, Zih-Yun / Shen, Jia-Ying / Hu, Yuh-Jyh / Liang, Tyne et al. | 2015
- 1342
-
Inferring User Interests on Social Media from Text and ImagesCinar, Yagmur Gizem / Zoghbi, Susana / Moens, Marie-Francine et al. | 2015
- 1348
-
Buzzer Detection and Sentiment Analysis for Predicting Presidential Election Results in a Twitter NationIbrahim, Mochamad / Abdillah, Omar / Wicaksono, Alfan F. / Adriani, Mirna et al. | 2015
- 1354
-
OLLDA: A Supervised and Dynamic Topic Mining Framework in TwitterJaradat, Shatha / Dokoohaki, Nima / Matskin, Mihhail et al. | 2015
- 1360
-
Towards a Context-Aware Music Recommendation Approach: What is Hidden in the Playlist Name?Pichl, Martin / Zangerle, Eva / Specht, Gunther et al. | 2015
- 1366
-
Towards Personalizing Classical Music RecommendationsSchedl, Markus et al. | 2015
- 1368
-
A Novel Approach for Generating Personalized Mention List on Micro-Blogging SystemZhou, Ge / Yu, Lu / Zhang, Chu-Xu / Liu, Chuang / Zhang, Zi-Ke / Zhang, Jianlin et al. | 2015
- 1375
-
Grandmaster: Interactive Text-Based Analytics of Social MediaFabian, Nathan / Davis, Warren / Raybourn, Elaine M. / Lakkaraju, Kiran / Whetzel, Jon et al. | 2015
- 1382
-
Home Location Inference from Sparse and Noisy Data: Models and ApplicationsHu, Tianran / Luo, Jiebo / Kautz, Henry / Sadilek, Adam et al. | 2015
- 1388
-
Distributed Representations for Content-Based and Personalized Tag RecommendationKataria, Saurabh / Agarwal, Arvind et al. | 2015
- 1396
-
Optimizing the Popularity of Twitter Messages through User CategoriesLemahieu, Rupert / Van Canneyt, Steven / De Boom, Cedric / Dhoedt, Bart et al. | 2015
- 1402
-
Towards Automatic Pharmacovigilance: Analysing Patient Reviews and Sentiment on Oncological DrugsMishra, Arpit / Malviya, Ankit / Aggarwal, Sanchit et al. | 2015
- 1410
-
Beyond Classification: Latent User Interests Profiling from Visual Contents AnalysisYang, Longqi / Hsieh, Cheng-Kang / Estrin, Deborah et al. | 2015
- 1417
-
Classification of Temporal and Sequential Data Using Bag-of-Subsequences FeaturesAndo, Shin / Suka, Yutaro et al. | 2015
- 1425
-
Efficient Distance-Based Gestural Pattern Mining in Spatiotemporal 3D Motion Capture DatabasesBeecks, Christian / Hassani, Marwan / Obeloer, Florian / Seidl, Thomas et al. | 2015
- 1433
-
Unsupervised Spatial Data Mining for Smart HomesBouchard, Kevin / Fortin-Simard, Dany / Lapalu, Jeremy / Gaboury, Sebastien / Bouzouane, Abdenour / Bouchard, Bruno et al. | 2015
- 1441
-
Learning the Number of Autoregressive Mixtures in Time Series Using the Gap StatisticsDing, Jie / Noshad, Mohammad / Tarokh, Vahid et al. | 2015
- 1447
-
Geographically Robust Hotspot Detection: A Summary of ResultsEftelioglu, Emre / Tang, Xun / Shekhar, Shashi et al. | 2015
- 1457
-
Extraction of Highly Correlated Temporal Event Cluster Recurrence from Spatiotemporal DataHonda, Rie / Mori, Keita et al. | 2015
- 1462
-
Flood Prediction and Mining Influential Spatial Features on Future Flood with Causal DiscoveryJangyodsuk, Piraporn / Seo, Dong-Jun / Elmasri, Ramez / Gao, Jean et al. | 2015
- 1470
-
Specialist Experts for Prediction with Side InformationKalnishkan, Yuri / Adamskiy, Dmitry / Chernov, Alexey / Scarfe, Tim et al. | 2015
- 1478
-
Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDARKumar, Jitendra / Weiner, Jon / Hargrove, William W. / Norman, Steven P. / Hoffman, Forrest M. / Newcomb, Doug et al. | 2015
- 1486
-
Accurate Classification of Biological Data Using EnsemblesBhardwaj, Manju / Dash, Debasis / Bhatnagar, Vasudha et al. | 2015
- 1494
-
Latent Graph Inference and ValidationBrugere, Ivan et al. | 2015
- 1496
-
Prediction of Long-Lead Heavy Precipitation Events Aided by Machine LearningDi, Yahui et al. | 2015
- 1498
-
Selecting Machine Learning Algorithms Using Regression ModelsDoan, Tri / Kalita, Jugal et al. | 2015
- 1506
-
Modeling of Geographic Dependencies for Real Estate Ranking on Site SelectionFu, Yanjie / Xiong, Hui et al. | 2015
- 1514
-
Subspace Model Based Discriminative Instances Selection for Weakly Supervised Object DetectionHuang, Qiaoying / Zhang, Xiaofeng / Jia, Kui / Han, Xishuang / Ye, Yunming et al. | 2015
- 1522
-
Learning Spatial Decision Trees for Land Cover MappingJiang, Zhe et al. | 2015
- 1530
-
Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water DynamicsKarpatne, Anuj / Kumar, Vipin et al. | 2015
- 1532
-
Enhancing Network Security by Software Vulnerability Detection Using Social Media Analysis Extended AbstractKergl, Dennis et al. | 2015
- 1534
-
Clustering Evolving Batch System Jobs for Online Anomaly DetectionKuehn, Eileen et al. | 2015
- 1536
-
Online Change Detection Algorithm for Noisy Time-Series: An Application Tonear-Real Time Burned Area MappingChen, Xi C. / Kumar, Vipin / Faghmous, James H et al. | 2015
- 1538
-
Secure Learning and Mining in Adversarial Environments [Extended Abstract]Li, Bo et al. | 2015
- 1540
-
Crowdsourcing Based API Search via Leveraging Twitter Lists InformationLiang, Tingting / Chen, Liang / Ying, Haochao / Zheng, Zibin / Wu, Jian et al. | 2015
- 1548
-
Understanding Deep Networks with GradientsLo, Henry Z. / Ding, Wei et al. | 2015
- 1556
-
Probabilistic Models for Fine-Grained Truth Discovery from Crowdsourced DataMa, Fenglong / Gao, Jing et al. | 2015
- 1558
-
Revenue-Optimized Webpage RecommendationWang, Chong / Kalra, Achir / Borcea, Cristian / Chen, Yi et al. | 2015
- 1560
-
Contrast Pattern Based Methods for Visualizing and Predicting Spatiotemporal EventsWang, Dawei et al. | 2015
- 1568
-
Enhancing Stock Price Prediction with a Hybrid Approach Based Extreme Learning MachineWang, Feng / Zhang, Yongquan / Xiao, Hang / Kuang, Li / Lai, Yi et al. | 2015
- 1576
-
Deep Learning for Image Retrieval: What Works and What Doesn'tWang, Huafeng / Cai, Yehe / Zhang, Yanxiang / Pan, Haixia / Lv, Weifeng / Han, Hao et al. | 2015
- 1584
-
Sentiment Analysis for Social Media ImagesWang, Yilin / Li, Baoxin et al. | 2015
- 1592
-
Reporting L Most Favorite Objects in Uncertain Databases with Probabilistic Reverse Top-k QueriesXiao, Guoqing / Li, Kenli / Li, Keqin et al. | 2015
- 1600
-
Multi-source Information Trustworthiness AnalysisXiao, Houping / Gao, Jing et al. | 2015
- 1602
-
Context Suggestion: Solutions and ChallengesZheng, Yong et al. | 2015
- 1604
-
IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented RealityAdhikari, Aditi / Zheng, Vincent W. / Cao, Hong / Lin, Miao / Fang, Yuan / Chang, Kevin Chen-Chuan et al. | 2015
- 1608
-
StreamDM: Advanced Data Mining in Spark StreamingBifet, Albert / Maniu, Silviu / Qian, Jianfeng / Tian, Guangjian / He, Cheng / Fan, Wei et al. | 2015
- 1612
-
A Discovery System for Finding High-Value HomesFu, Yanjie / Xiong, Hui et al. | 2015
- 1616
-
Large-Scale Unusual Time Series DetectionHyndman, Rob J. / Wang, Earo / Laptev, Nikolay et al. | 2015
- 1620
-
TeGViz: Distributed Tera-Scale Graph Generation and VisualizationJeon, ByungSoo / Jeon, Inah / Kang, U. et al. | 2015
- 1624
-
Near Real-Time Service Monitoring Using High-Dimensional Time SeriesKhanduja, Shwetabh / Nair, Vinod / Sundararajan, S. / Raul, Ameya / Shaj, Ajesh Babu / Keerthi, Sathiya et al. | 2015
- 1628
-
Trend-MC: A Melody Composer by Constructing from Frequent Trend-Based PatternsLong, Cheng / Wong, Raymond Chi-Wing / Sze, Raymond Ka Wai et al. | 2015
- 1632
-
Social Answer: A System for Finding Appropriate Sites for Questions in Social MediaDani, Harsh / Morstatter, Fred / Hu, Xia / Yang, Zhen / Liu, Huan et al. | 2015
- 1636
-
TextServer: Cloud-Based Multilingual Natural Language ProcessingPadro, Lluis / Turmo, Jordi et al. | 2015
- 1640
-
MERLIN -- A Tool for Multi-party Privacy-Preserving Record LinkageRanbaduge, Thilina / Vatsalan, Dinusha / Christen, Peter et al. | 2015
- 1644
-
Automatically Generate a Flat Mining Table with DatacondaSamorani, Michele et al. | 2015
- 1648
-
Real-Time Crisis Mapping Using Language DistributionSampson, Justin / Morstatter, Fred / Zafarani, Reza / Liu, Huan et al. | 2015
- 1652
-
Influence Visualization of Scientific Paper through Flow-Based Citation Network SummarizationSu, Yue / Sun, Sibai / Xuan, Yuan / Shi, Lei et al. | 2015
- 1656
-
UP-Miner: A Utility Pattern Mining ToolboxTseng, Vincent S. / Wu, Cheng-Wei / Lin, Jun-Han / Fournier-Viger, Philippe et al. | 2015
- 1660
-
Cross-Site Virtual Social Network ConstructionXie, Chenhao / Yang, Deqing / He, Jingrui / Xiao, Yanghua et al. | 2015
- 1664
-
Discovering Anomalies and Root Causes in Applications via Relevant Fields AnalysisZhao, Yuchen / Iyer, Arjun / Smoliar, Ariel et al. | 2015
- 1668
-
CARSKit: A Java-Based Context-Aware Recommendation EngineZheng, Yong / Mobasher, Bamshad / Burke, Robin et al. | 2015
- 1672
-
Mining Predictive Redescriptions with TreesZinchenko, Tetiana / Galbrun, Esther / Miettinen, Pauli et al. | 2015
- 1676
-
Machine Learning Approach to Identify Users Across Their Digital DevicesAnand, Thakur Raj / Renov, Oleksii et al. | 2015
- 1681
-
Recovering Cross-Device Connections via Mining IP Footprints with Ensemble LearningCao, Xuezhi / Huang, Weiyue / Yu, Yong et al. | 2015
- 1687
-
Cross-Device Consumer IdentificationKejela, Girma / Rong, Chunming et al. | 2015
- 1690
-
Connecting Devices to Cookies via Filtering, Feature Engineering, and BoostingKim, Michael Sungjun / Liu, Jiwei / Wang, Xiaozhou / Yang, Wei et al. | 2015
- 1695
-
Multi-layer Classification: ICDM 2015 Drawbridge Cross-Device Connections CompetitionLandry, Mark / S, Sudalai Rajkumar / Chong, Robert et al. | 2015
- 1699
-
Cross-Device Tracking: Matching Devices and CookiesDiaz-Morales, Roberto et al. | 2015
- 1705
-
AFFM: Auto Feature Engineering in Field-Aware Factorization Machines for Predictive AnalyticsSelsaas, Lars Ropeid / Agrawal, Bikash / Rong, Chumming / Wiktorski, Thomasz et al. | 2015
- 1710
-
Learning to Rank for Cross-Device IdentificationWalthers, Jeremy et al. | 2015
- 1713
-
Author index| 2015
- 1722
-
[Publisher's information]| 2015
- C4
-
[Front cover]| 2015
- i
-
[Title page i]| 2015
- iii
-
[Title page iii]| 2015
- iv
-
[Copyright notice]| 2015
- v
-
Table of contents| 2015
- xxi
-
Message from the Conference Chairs| 2015
- xxiii
-
Message from the Workshop Co-Chairs| 2015
- xxv
-
Organization| 2015