An Incremental Technique for Mining Coverage Patterns in Large Databases (English)
- New search for: Ralla, Akhil
- New search for: Reddy, P. Krishna
- New search for: Mondal, Anirban
- New search for: Ralla, Akhil
- New search for: Reddy, P. Krishna
- New search for: Mondal, Anirban
In:
2019 IEEE International Conference on Data Science and Advanced Analytics (DSAA)
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211-220
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2019
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ISBN:
- Conference paper / Electronic Resource
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Title:An Incremental Technique for Mining Coverage Patterns in Large Databases
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Contributors:
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2019-10-01
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Size:288135 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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Grade Prediction with Neural Collaborative FilteringRen, Zhiyun / Ning, Xia / Lan, Andrew S. / Rangwala, Huzefa et al. | 2019
- 1
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[Title page i]| 2019
- 3
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[Title page iii]| 2019
- 4
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[Copyright notice]| 2019
- 5
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Table of contents| 2019
- 11
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MARS: Memory Attention-Aware Recommender SystemZheng, Lei / Lu, Chun-Ta / He, Lifang / Xie, Sihong / He, Huang / Li, Chaozhuo / Noroozi, Vahid / Dong, Bowen / Yu, Philip S. et al. | 2019
- 12
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Message from the General/Logistics Chairs| 2019
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Message from the Program Committee Co-Chairs| 2019
- 14
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Organizing Committee| 2019
- 16
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Advisory Committee| 2019
- 17
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Steering Committee| 2019
- 18
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Program Committee| 2019
- 21
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Variable-Lag Granger Causality for Time Series AnalysisAmornbunchornvej, Chainarong / Zheleva, Elena / Berger-Wolf, Tanya Y. et al. | 2019
- 21
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DSAA Keynotes| 2019
- 24
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Late Breaking Posters| 2019
- 25
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Tutorials| 2019
- 31
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Residual Networks Behave Like Boosting AlgorithmsSiu, Chapman et al. | 2019
- 41
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Hierarchical LSTM Framework for Long-Term Sea Surface Temperature ForecastingLiu, Xi / Wilson, Tyler / Tan, Pang-Ning / Luo, Lifeng et al. | 2019
- 51
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Semantically-Aware Statistical Metrics via Weighting KernelsCresci, Stefano / Di Pietro, Roberto / Tesconi, Maurizio et al. | 2019
- 61
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Short Text Embedding for Clustering Based on Word and Topic Semantic InformationChen, Ziheng / Ren, Jiangtao et al. | 2019
- 71
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A Rademacher Complexity Based Method for Controlling Power and Confidence Level in Adaptive Statistical AnalysisDe Stefani, Lorenzo / Upfal, Eli et al. | 2019
- 81
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SeqScout: Using a Bandit Model to Discover Interesting Subgroups in Labeled SequencesMathonat, Romain / Nurbakova, Diana / Boulicaut, Jean-Francois / Kaytoue, Mehdi et al. | 2019
- 91
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FSSD - A Fast and Efficient Algorithm for Subgroup Set DiscoveryBelfodil, Adnene / Belfodil, Aimene / Bendimerad, Anes / Lamarre, Philippe / Robardet, Celine / Kaytoue, Mehdi / Plantevit, Marc et al. | 2019
- 100
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Biased Resampling Strategies for Imbalanced Spatio-Temporal ForecastingOliveira, Mariana / Moniz, Nuno / Torgo, Luis / Santos Costa, Vitor et al. | 2019
- 110
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Explaining the Performance of Black Box Regression ModelsAreosa, Ines / Torgo, Luis et al. | 2019
- 119
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Dynamic Graph Embedding via LSTM History TrackingKhoshraftar, Shima / Mahdavi, Sedigheh / An, Aijun / Hu, Yonggang / Liu, Junfeng et al. | 2019
- 135
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Least Squares and Maximum Likelihood Estimation of Sufficient Reductions in Regressions with Matrix Valued PredictorsPfeiffer, Ruth / Wang, Wei / Bura, Efstathia et al. | 2019
- 145
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Cross-Media Image-Text Retrieval Combined with Global Similarity and Local SimilarityLi, Zhixin / Ling, Feng / Zhang, Canlong et al. | 2019
- 154
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Sensor-Based Human Activity Mining Using Dirichlet Process Mixtures of Directional Statistical ModelsFang, Lei / Ye, Juan / Dobson, Simon et al. | 2019
- 164
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Truth Discovery from Multi-Sourced Text Data Based on Ant Colony OptimizationChang, Chen / Cao, Jianjun / Lv, Guojun / Weng, Nianfeng et al. | 2019
- 173
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On the Classification Consistency of High-Dimensional Sparse Neural NetworkYang, Kaixu / Maiti, Taps et al. | 2019
- 183
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Deep Crowd Counting In Congested Scenes Through Refine ModulesLi, Tong / Wang, Chuan / Cao, Xiaochun et al. | 2019
- 193
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A Study on the Impact of Data Characteristics in Imbalanced Regression TasksBranco, Paula / Torgo, Luis et al. | 2019
- 203
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Sign Language Recognition Analysis using Multimodal DataHosain, Al Amin / Santhalingam, Panneer Selvam / Pathak, Parth / Kosecka, Jana / Rangwala, Huzefa et al. | 2019
- 211
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An Incremental Technique for Mining Coverage Patterns in Large DatabasesRalla, Akhil / Reddy, P. Krishna / Mondal, Anirban et al. | 2019
- 221
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Customized Interpretable Conformal RegressorsJohansson, Ulf / Sonstrod, Cecilia / Lofstrom, Tuwe / Bostrom, Henrik et al. | 2019
- 231
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A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble ConstructionGao, Zhen / Zand, Maryam / Ruan, Jianhua et al. | 2019
- 241
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VizCertify: A Framework for Secure Visual Data ExplorationDe Stefani, Lorenzo / Spiegelberg, Leonhard F. / Upfal, Eli / Kraska, Tim et al. | 2019
- 252
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Joint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing BallsBauckhage, Christian / Sifa, Rafet et al. | 2019
- 260
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A Rapid Prototyping Approach for High Performance Density-Based ClusteringIslam, Saiyedul / Balasubramaniam, Sundar / Goyal, Poonam / Sultana, Ankit / Bhutani, Lakshit / Raje, Saurabh / Goyal, Navneet et al. | 2019
- 270
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Feature Enhanced Fully Convolutional Networks for Monocular Depth EstimationShi, Chunxiu / Chen, Jie / Chen, Juan / Zhang, Zheng et al. | 2019
- 277
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Breast Cancer Classification using Deep Transfer Learning on Structured Healthcare DataFarhadi, Akram / Chen, David / McCoy, Rozalina / Scott, Christopher / Miller, John A. / Vachon, Celine M. / Ngufor, Che et al. | 2019
- 287
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Shape Constrained Tensor DecompositionsLusch, Bethany / Chi, Eric C. / Kutz, J. Nathan et al. | 2019
- 298
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Range Analysis and Applications to Root CausingKhasidashvili, Zurab / Norman, Adam J et al. | 2019
- 317
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Unsupervised Drift Detector Ensembles for Data Stream MiningKorycki, Lukasz / Krawczyk, Bartosz et al. | 2019
- 326
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Topology-Based Clusterwise Regression for User Segmentation and Demand ForecastingRivera-Castro, Rodrigo / Pletnev, Aleksandr / Pilyugina, Polina / Diaz, Grecia / Nazarov, Ivan / Zhu, Wanyi / Burnaev, Evgeny et al. | 2019
- 337
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FARE: Schema-Agnostic Anomaly Detection in Social Event LogsShah, Neil et al. | 2019
- 351
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SliceNDice: Mining Suspicious Multi-Attribute Entity Groups with Multi-View GraphsNilforoshan, Hamed / Shah, Neil et al. | 2019
- 364
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Constrained Multi-Objective Optimization for Automated Machine LearningGardner, Steven / Golovidov, Oleg / Griffin, Joshua / Koch, Patrick / Thompson, Wayne / Wujek, Brett / Xu, Yan et al. | 2019
- 374
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Detecting Sensitive Content in Spoken LanguageTripathi, Rahul / Dhamodharaswamy, Balaji / Jagannathan, Srinivasan / Nandi, Abhishek et al. | 2019
- 382
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Higher Order Mining for Monitoring District Heating SubstationsAbghari, Shahrooz / Boeva, Veselka / Brage, Jens / Johansson, Christian / Grahn, Hakan / Lavesson, Niklas et al. | 2019
- 392
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Learning Personalized Treatment Rules from Electronic Health Records Using Topic Modeling Feature ExtractionWu, Peng / Xu, Tianchen / Wang, Yuanjia et al. | 2019
- 412
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Lightweight and Scalable Particle Tracking and Motion Clustering of 3D Cell TrajectoriesSedigh Fazli, Mojtaba / Stadler, Rachel V. / Alaila, BahaaEddin / Vella, Stephen A. / Moreno, Silvia N. J. / Ward, Gary E. / Quinn, Shannon et al. | 2019
- 422
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Uplift Modeling for Multiple Treatments with Cost OptimizationZhao, Zhenyu / Harinen, Totte et al. | 2019
- 432
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Chest Tube Management After Lung Resection Surgery using a ClassifierKlement, William / Gilbert, Sebastien / Maziak, Donna E / Seely, Andrew J E / Shamji, Farid M / Sundaresan, Sudhir R / Villeneuve, Patrick J / Japkowicz, Nathalie et al. | 2019
- 442
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Maximum Relevance and Minimum Redundancy Feature Selection Methods for a Marketing Machine Learning PlatformZhao, Zhenyu / Anand, Radhika / Wang, Mallory et al. | 2019
- 453
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Towards Automated Breast Mass Classification using Deep Learning FrameworkSarkar, Pinaki Ranjan / Prabhakar, Priya / Mishra, Deepak / Subrahmanyam, Gorthi et al. | 2019
- 463
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Matrix Profile XVI: Efficient and Effective Labeling of Massive Time Series ArchivesMadrid, Frank / Singh, Shailendra / Chesnais, Quentin / Mauck, Kerry / Keogh, Eamonn et al. | 2019
- 482
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Colorwall: An Embedded Temporal Display of Bibliographic DataMing, Jing / Zhang, Li et al. | 2019
- 492
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Data-Driven Fault Diagnosis in End-of-Line Testing of Complex ProductsHirsch, Vitali / Reimann, Peter / Mitschang, Bernhard et al. | 2019
- 504
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Towards Automatic Screening of Typical and Atypical Behaviors in Children With AutismCook, Andrew / Mandal, Bappaditya / Berry, Donna / Johnson, Matthew et al. | 2019
- 511
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On Analysing Supply and Demand in Labor Markets: Framework, Model and SystemSugiarto, Hendrik Santoso / Lim, Ee-Peng / Sim, Ngak-Leng et al. | 2019
- 521
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Martensite Start Temperature Predictor for Steels Using Ensemble Data MiningAgrawal, Ankit / Saboo, Abhinav / Xiong, Wei / Olson, Greg / Choudhary, Alok et al. | 2019
- 531
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Comparison of Variable Selection Methods for Forecasting from Short Time SeriesMcGee, Monnie / Yaffee, Robert A. et al. | 2019
- 541
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A Real-Time Iterative Machine Learning Approach for Temperature Profile Prediction in Additive Manufacturing ProcessesPaul, Arindam / Mozaffar, Mojtaba / Yang, Zijiang / Liao, Wei-keng / Choudhary, Alok / Cao, Jian / Agrawal, Ankit et al. | 2019
- 551
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Bighead: A Framework-Agnostic, End-to-End Machine Learning PlatformBrumbaugh, Eli / Kale, Atul / Luque, Alfredo / Nooraei, Bahador / Park, John / Puttaswamy, Krishna / Schiller, Kyle / Shapiro, Evgeny / Shi, Conglei / Siegel, Aaron et al. | 2019
- 561
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Machine Learning for Efficient Integration of Record Systems for Missing US Service MembersWarnke-Sommer, Julia D. / Damann, Franklin E. et al. | 2019
- 570
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Paths to Empathy: Heterogeneous Effects of Reading Personal Stories OnlineRoshanaei, Mahnaz / Tran, Christopher / Morelli, Sylvia / Caragea, Cornelia / Zheleva, Elena et al. | 2019
- 580
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A Novel Record Linkage Interface That Incorporates Group Structure to Rapidly Collect Richer LabelsFrisoli, Kayla / LeRoy, Benjamin / Nugent, Rebecca et al. | 2019
- 590
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Analyzing Driving Data using the ADAPT Distributed Analytics Platform for Connected VehiclesKargupta, Hillol / Kargupta, Priyanka et al. | 2019
- 600
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Augmenting U.S. Census data on industry and occupation of respondentsMeyer, Peter B. / Asher, Kendra et al. | 2019
- 602
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Data Reduction for real-time bridge vibration data on EdgeChen, Anthony / Liu, Fu-Hsuan / Wang, Sheng-De et al. | 2019
- 604
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Using Machine Learning to Predict High School Student Employability – A Case StudyDubey, Aarushi / Mani, Muthukumara et al. | 2019
- 606
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Improving the Personalized Recommendation in the Cold-start ScenariosGaspar, Peter / Kompan, Michal / Koncal, Matej / Bielikova, Maria et al. | 2019
- 608
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Universal Consistency of Support Tensor MachineLi, Peide / Maiti, Taps et al. | 2019
- 610
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Automating Big Data Analysis Based on Deep Learning Generation by Automatic Service CompositionPaik, Incheon / Siriweera, T.H. Akila S et al. | 2019
- 612
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Detection Model of Depression Based on Eye Movement TrajectoryYuan, Yifang / Wang, Qingxiang et al. | 2019
- 614
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Exploring the Relationship Between Conversation Using #MeToo and University Harassment PoliciesZech, Julianne / Dale, Fransiska / Singh, Lisa / Williams, Jamillah / Mezey, Naomi et al. | 2019
- 616
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Don't Cry WolfBrown, P. E. / Dasu, T / Kanza, Y. / Koutsofios, E. / Malik, R. / Srivastava, D. et al. | 2019
- 617
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Author Index| 2019