1. Home
  2. Proceedings
  3. ICDMW
  4. ICDMW 2017
Default Cover Image

2017 IEEE International Conference on Data Mining Workshops (ICDMW)

Nov. 18 2017 to Nov. 21 2017

New Orleans, LA, USA

Table of Contents

[Title page i]Freely available from IEEE.pp. i-i
[Title page iii]Freely available from IEEE.pp. iii-iii
[Copyright notice]Freely available from IEEE.pp. iv-iv
Table of contentsFreely available from IEEE.pp. v-xvi
Message from the Conference ChairsFreely available from IEEE.pp. xvii-xviii
Message from the Workshop Co-ChairsFreely available from IEEE.pp. xix-xx
Organizing CommitteeFreely available from IEEE.pp. xxi-xxii
Intent-Aware Contextual Recommendation SystemFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Biswarup Bhattacharya, Iftikhar Burhanuddin, Abhilasha Sancheti, Kushal Satya
A Big Data Analysis Framework Using Apache Spark and Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 9-16
by Anand Gupta, Hardeo Kumar Thakur, Ritvik Shrivastava, Pulkit Kumar, Sreyashi Nag
Analyzing Dynamical Activities of Co-occurrence Patterns for Cooking IngredientsFull-text access may be available. Sign in or learn about subscription options.pp. 17-24
by Yuuki Kikuchi, Masahito Kumano, Masahiro Kimura
Distance and Density Clustering for Time Series DataFull-text access may be available. Sign in or learn about subscription options.pp. 25-32
by Ruizhe Ma, Rafal Angryk
Accelerated Hierarchical Density Based ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 33-42
by Leland McInnes, John Healy
Hybrid.poly: An Interactive Large-Scale In-memory Analytical PolystoreFull-text access may be available. Sign in or learn about subscription options.pp. 43-50
by Maksim Podkorytov, Dylan Soderman, Michael Gubanov
Action Rules for Sentiment Analysis on Twitter Data Using SparkFull-text access may be available. Sign in or learn about subscription options.pp. 51-60
by Jaishree Ranganathan, Allen S. Irudayaraj, Angelina A. Tzacheva
Automated Storytelling Evaluation and Story Chain GenerationFull-text access may be available. Sign in or learn about subscription options.pp. 61-68
by J.T. Rigsby, Daniel Barbará
Dealing with Class Imbalance the Scalable Way: Evaluation of Various Techniques Based on Classification Grade and Computational ComplexityFull-text access may be available. Sign in or learn about subscription options.pp. 69-78
by Bernhard Schlegel, Bernhard Sick
Failure Prediction with Adaptive Multi-scale Sampling and Activation Pattern RegularizationFull-text access may be available. Sign in or learn about subscription options.pp. 79-86
by Yujin Tang, Shinya Wada, Kiyohito Yoshihara
Discovery of Action Rules at Lowest Cost in SparkFull-text access may be available. Sign in or learn about subscription options.pp. 87-94
by Angelina A. Tzacheva, Arunkumar Bagavathi, Lavanya Ayila
Estimating Treatment Effects of a Residential Demand Response Program Using Non-experimental DataFull-text access may be available. Sign in or learn about subscription options.pp. 95-102
by Datong Paul Zhou, Maximilian Balandat, Claire Jennifer Tomlin
Deep and Confident Prediction for Time Series at UberFull-text access may be available. Sign in or learn about subscription options.pp. 103-110
by Lingxue Zhu, Nikolay Laptev
Distributed Representations of SubgraphsFull-text access may be available. Sign in or learn about subscription options.pp. 111-117
by Bijaya Adhikari, Yao Zhang, Naren Ramakrishnan, B. Aditya Prakash
Network Model Selection for Task-Focused Attributed Network InferenceFull-text access may be available. Sign in or learn about subscription options.pp. 118-125
by Ivan Brugere, Chris Kanich, Tanya Y. Berger-Wolf
Mining Patterns of Cyberbullying on TwitterFull-text access may be available. Sign in or learn about subscription options.pp. 126-133
by Charalampos Chelmis, Daphney-Stavroula Zois, Mengfan Yao
Principled Multilayer Network EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 134-141
by Weiyi Liu, Pin-yu Chen, Sailung Yeung, Toyotaro Suzumura, Lingli Chen
HUBify: Efficient Estimation of Central Entities Across Multiplex Layer CompositionsFull-text access may be available. Sign in or learn about subscription options.pp. 142-149
by Abhishek Santra, Sanjukta Bhowmick, Sharma Chakravarthy
Predicting Users’ Search Behavior Using Stochastic Multi-mode Network ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 150-155
by Shohei Umehara, Koji Eguchi
Constructing a Hierarchical User Interest Structure Based on User ProfilesFull-text access may be available. Sign in or learn about subscription options.pp. 156-162
by Chao Zhao, Min Zhao, Yi Guan
Exploring Uncertainty Methods for Centrality Analysis in Social NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 163-169
by Xianglin Zuo, Bo Yang, Wanli Zuo
Analysis of Organizational Structure Through Cluster Validation Techniques: Evaluation of Email Communications at an Organizational LevelFull-text access may be available. Sign in or learn about subscription options.pp. 170-176
by Veselka Boeva, Lars Lundberg, Sai M. Harsha Kota, Lars Sköld
Apollo: Near-Duplicate Detection for Job Ads in the Online Recruitment DomainFull-text access may be available. Sign in or learn about subscription options.pp. 177-182
by Hunter Burk, Faizan Javed, Janani Balaji
Employer Industry Classification Using Job PostingsFull-text access may be available. Sign in or learn about subscription options.pp. 183-188
by Mahak Goindani, Qiaoling Liu, Josh Chao, Valentin Jijkoun
Finding the Best Job Applicants for a Job Posting: A Comparison of Human Resources Search StrategiesFull-text access may be available. Sign in or learn about subscription options.pp. 189-194
by Christopher G. Harris
Survival Random Forest to Predict Time to FillFull-text access may be available. Sign in or learn about subscription options.pp. 195-198
by Summer M. Husband, Jason Roberts
Data-Driven Job Search Engine Using Skills and Company Attribute FiltersFull-text access may be available. Sign in or learn about subscription options.pp. 199-206
by Rohit Muthyala, Sam Wood, Yi Jin, Yixing Qin, Hua Gao, Amit Rai
On Analyzing Job Hop Behavior and Talent Flow NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 207-214
by Richard J. Oentaryo, Xavier Jayaraj Siddarth Ashok, Ee-Peng Lim, Philips Kokoh Prasetyo
Long Tail Query Enrichment for Semantic Job SearchFull-text access may be available. Sign in or learn about subscription options.pp. 215-220
by Layla Pournajaf, Khalifeh Aljadda, Mohammed Korayem
What's Next? A Recommendation System for Industrial TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 221-228
by Rajiv Srivastava, Girish Keshav Palshikar, Saheb Chourasia
Estimating Fungibility Between Skills by Combining Skill-Similarities Obtained from Multiple Data SourcesFull-text access may be available. Sign in or learn about subscription options.pp. 229-236
by Shrihari Vasudevan, Moninder Singh, Joydeep Mondal, Michael Peran, Ben Zweig, Brian Johnston, Rachel Rosenfeld
On Utility of Temporal Embeddings in Skill MatchingFull-text access may be available. Sign in or learn about subscription options.pp. 237-241
by Manisha Verma, Nathan Francis
Spectral Keyboard Streams: Towards Effective and Continuous AuthenticationFull-text access may be available. Sign in or learn about subscription options.pp. 242-249
by Abdullah Alshehri, Frans Coenen, Danushka Bollegala
Top-(R%, K) Spatiotemporal Event Sequence MiningFull-text access may be available. Sign in or learn about subscription options.pp. 250-257
by Berkay Aydin, Ahmet Kucuk, Soukaina Filali Boubrahimi, Rafal A. Angryk
Identifying Irregular Power Usage by Turning Predictions into Holographic Spatial VisualizationsFull-text access may be available. Sign in or learn about subscription options.pp. 258-265
by Patrick Glauner, Niklas Dahringer, Oleksandr Puhachov, Jorge Augusto Meira, Petko Valtchev, Radu State, Diogo Duarte
Discovering Gatherings Based on Individual Mobility Patterns: Challenges and DirectionFull-text access may be available. Sign in or learn about subscription options.pp. 266-273
by Fatima Hachem, Maria Luisa Damiani, Hamza Issa
Cultivating Evolving Region Trajectory DatasetsFull-text access may be available. Sign in or learn about subscription options.pp. 274-279
by Sajitha Naduvil-Vadukootu, Berkay Aydin, Michael A. Schuh, Rafal A. Angryk
Stop Purpose Classification from GPS Data of Commercial Vehicle FleetsFull-text access may be available. Sign in or learn about subscription options.pp. 280-287
by Leonardo Sarti, Luca Bravi, Francesco Sambo, Leonardo Taccari, Matteo Simoncini, Samuele Salti, Alessandro Lori
Pruning and Nonparametric Multiple Change Point DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 288-295
by Wenyu Zhang, Nicholas A. James, David S. Matteson
Quantifying Seasonal Patterns in Disparate Environmental Variables Using the PolarMetrics R PackageFull-text access may be available. Sign in or learn about subscription options.pp. 296-302
by Bjorn-Gustaf J. Brooks, Danny C. Lee, Lars Y. Pomara, William W. Hargrove, Ankur R. Desai
Deriving Data-Driven Insights from Climate Extreme Indices for the Continental USFull-text access may be available. Sign in or learn about subscription options.pp. 303-312
by Xinbo Huang, David Sathiaraj, Lei Wang, Barry Keim
Resolution Reconstruction of Climate Data with Pixel Recursive ModelFull-text access may be available. Sign in or learn about subscription options.pp. 313-321
by Sookyung Kim, Sasha Ames, Jiwoo Lee, Chengzhu Zhang, Aaron C. Wilson, Dean Williams
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing FusionFull-text access may be available. Sign in or learn about subscription options.pp. 322-331
by Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
A Machine Learning Approach to Non-uniform Spatial Downscaling of Climate VariablesFull-text access may be available. Sign in or learn about subscription options.pp. 332-341
by Soukayna Mouatadid, Steve Easterbrook, Andre R. Erler
Analyzing Informal Caregiving Expression in Social MediaFull-text access may be available. Sign in or learn about subscription options.pp. 342-349
by Reda Al-Bahrani, Margaret K. Danilovich, Wei-Keng Liao, Alok Choudhary, Ankit Agrawal
Estimating Personality from Social Media PostsFull-text access may be available. Sign in or learn about subscription options.pp. 350-356
by Nasser Alsadhan, David Skillicorn
Learning-Based Method with Valence Shifters for Sentiment AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 357-364
by Ruihua Cheng, Ji Meng Loh
Twitter Stance Detection — A Subjectivity and Sentiment Polarity Inspired Two-Phase ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 365-372
by Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik
Dataset Construction via Attention for Aspect Term Extraction with Distant SupervisionFull-text access may be available. Sign in or learn about subscription options.pp. 373-380
by Athanasios Giannakopoulos, Diego Antognini, Claudiu Musat, Andreea Hossmann, Michael Baeriswyl
Analyzing Users’ Sentiment Towards Popular Consumer Industries and Brands on TwitterFull-text access may be available. Sign in or learn about subscription options.pp. 381-388
by Guoning Hu, Preeti Bhargava, Saul Fuhrmann, Sarah Ellinger, Nemanja Spasojevic
An Experimental Evaluation of Prior Polarities in Sentiment LexiconsFull-text access may be available. Sign in or learn about subscription options.pp. 389-392
by Ali Bugra Kanburoglu, Ercan Solak
Let’s Chat about Brexit! A Politically-Sensitive Dialog System Based on Twitter DataFull-text access may be available. Sign in or learn about subscription options.pp. 393-398
by Aparup Khatua, Erik Cambria, Apalak Khatua, Iti Chaturvedi
Sentiment Extraction from Consumer-Generated Noisy Short TextsFull-text access may be available. Sign in or learn about subscription options.pp. 399-406
by Hardik Meisheri, Kunal Ranjan, Lipika Dey
Phonetic-Based Microtext Normalization for Twitter Sentiment AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 407-413
by Ranjan Satapathy, Claudia Guerreiro, Iti Chaturvedi, Erik Cambria
A Bootstrap Method for Automatic Rule Acquisition on Emotion Cause ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 414-421
by Shuntaro Yada, Kazushi Ikeda, Keiichiro Hoashi, Kyo Kageura
Extracting User-Reported Mobile Application Defects from Online ReviewsFull-text access may be available. Sign in or learn about subscription options.pp. 422-429
by Yue Wang, Hongning Wang, Hui Fang
An CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health CommunitiesFull-text access may be available. Sign in or learn about subscription options.pp. 430-437
by Ruichu Cai, Binjun Zhu, Lei Ji, Tianyong Hao, Jun Yan, Wenyin Liu
Process-Oriented Iterative Multiple Alignment for Medical Process MiningFull-text access may be available. Sign in or learn about subscription options.pp. 438-445
by Shuhong Chen, Sen Yang, Moliang Zhou, Randall Burd, Ivan Marsic
Exploiting PubMed for Protein Molecular Function Prediction via NMF Based Multi-label ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 446-451
by Samah Fodeh, Aditya Tiwari, Hong Yu
Discovery of Informal Topics from Post Traumatic Stress Disorder ForumsFull-text access may be available. Sign in or learn about subscription options.pp. 452-461
by Reilly Grant, David Kucher, Ana M. León, Jonathan Gemmell, Daniela Raicu
RESTRAC: REference Sequence Based Space TRAnsformation for ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 462-469
by AKM Tauhidul Islam, Sakti Pramanik, Vahid Mirjalili, Shamik Sural
Probable Biomarker Identification Using Recursive Feature Extraction and Network AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 470-477
by Arpit Mishra, Abhishek Gupta, Umesh Maheswari, Laeeq Siddique
Semi-Supervised Prediction of Comorbid Rare Conditions Using Medical Claims DataFull-text access may be available. Sign in or learn about subscription options.pp. 478-485
by Chirag Nagpal, Kyle Miller, Tiffany Pellathy, Marilyn Hravnak, Gilles Clermont, Michael Pinsky, Artur Dubrawski
Deep Physiological Arousal Detection in a Driving Simulator Using Wearable SensorsFull-text access may be available. Sign in or learn about subscription options.pp. 486-493
by Aaqib Saeed, Stojan Trajanovski, Maurice Van Keulen, Jan Van Erp
GB-R: A Fast and Effective Gray-Box Reconstruction of Cascade Time-SeriesFull-text access may be available. Sign in or learn about subscription options.pp. 494-501
by Hyun Ah Song, Fan Yang, Zongge Liu, Wilbert van Panhuis, Nicholas Sidiropoulos, Christos Faloutsos, Vladimir Zadorozhny
Detecting Opioid Users from Twitter and Understanding Their Perceptions Toward MATFull-text access may be available. Sign in or learn about subscription options.pp. 502-509
by Yiming Zhang, Yujie Fan, Yanfang Ye, Xin Li, Wanhong Zheng
Robust Projective Dictionary Learning by Joint Label Embedding and ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 510-517
by Weiming Jiang, Zhao Zhang, Jie Qin, Mingbo Zhao, Fanzhang Li, Shuicheng Yan
Taming Wild High Dimensional Text Data with a Fuzzy LashFull-text access may be available. Sign in or learn about subscription options.pp. 518-522
by Amir Karami
High-Dimensional Density Estimation for Data Mining TasksFull-text access may be available. Sign in or learn about subscription options.pp. 523-530
by Alexander Kuleshov, Alexander Bernstein, Yury Yanovich
Multiple Queries of Information Retrieval Using Krylov Subspace MethodFull-text access may be available. Sign in or learn about subscription options.pp. 531-538
by Youzuo Lin
Differential Geometric Retrieval of Deep FeaturesFull-text access may be available. Sign in or learn about subscription options.pp. 539-544
by Y. Qian, E. Vazquez, B. Sengupta
Evaluation of Non-linearity in MIR Spectroscopic Data for Compressed LearningFull-text access may be available. Sign in or learn about subscription options.pp. 545-552
by Dixon Vimalajeewa, Donagh Berry, Eric Robson, Chamil Kulatunga
Near-Optimal Noisy Low-Tubal-Rank Tensor Completion via Singular Tube ThresholdingFull-text access may be available. Sign in or learn about subscription options.pp. 553-560
by Andong Wang, Zhong Jin
Lazy Stochastic Principal Component AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 561-568
by Michael Wojnowicz, Dinh Nguyen, Li Li, Xuan Zhao
A Novel Method for Fast and Accurate Similarity Measure in Time Series FieldFull-text access may be available. Sign in or learn about subscription options.pp. 569-576
by Miaomiao Zhang, Dechang Pi
VARIABLE QUEST: Network Visualization of Variable Labels Unifying Co-occurrence GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 577-583
by Teruaki Hayashi, Yukio Ohsawa
Development and Use of an Activity Model Based on Structured Knowledge: A Music Teaching Support SystemFull-text access may be available. Sign in or learn about subscription options.pp. 584-589
by Nami Iino, Satoshi Nishimura, Ken Fukuda, Kentaro Watanabe, Jokinen Kristiina, Takuichi Nishimura
Extracting Field Oversees’ Features in Risk Recognition from Data of Eyes and UtterancesFull-text access may be available. Sign in or learn about subscription options.pp. 590-596
by Noriyuki Kushiro, Yuji Fujita, Yusuke Aoyama
Familiarity and Strangeness of Objects: A MoDAT Requirement for Shikake DesignFull-text access may be available. Sign in or learn about subscription options.pp. 597-598
by Naohiro Matsumura
Semantic Visualization Support for Innovators Marketplace on Data JacketsFull-text access may be available. Sign in or learn about subscription options.pp. 599-604
by Qi Wang
Global Distribution of Watches: A Network Analysis of Trade RelationsFull-text access may be available. Sign in or learn about subscription options.pp. 605-611
by Pierre-Yves Donzé, Ken Ishibashi, Bo Wu, Yuta Kaneko, Kei Miyazaki, Keiji Takai
Frequent Temporal Pattern Mining for Medical Data Based on Ranged RelationsFull-text access may be available. Sign in or learn about subscription options.pp. 612-616
by Shoji Hirano, Shusaku Tsumoto
Personal Identification by Pedestrians BehaviorFull-text access may be available. Sign in or learn about subscription options.pp. 617-624
by Eisuke Kita, Xuanang Feng, Hiroki Shimokubo
Forecasting of Commercial Sales with Large Scale Gaussian ProcessesFull-text access may be available. Sign in or learn about subscription options.pp. 625-634
by Rodrigo Rivera, Evgeny Burnaev
Akori: A Tool Based in Eye-Tracking Techniques for Analyzing Web User Behaviour on a Web SiteFull-text access may be available. Sign in or learn about subscription options.pp. 635-640
by Felipe Vera, Víctor D. Cortés, Gabriel Iturrra, Juan D. Velásquez, Pedro Maldonado, Andrés Couve
Social Intimacy Based IoT Services Mining of Massive DataFull-text access may be available. Sign in or learn about subscription options.pp. 641-648
by Anni Zhou, Yinan Feng, Pan Zhou, Jie Xu
Data Mining in Long-Term Honeypot DataFull-text access may be available. Sign in or learn about subscription options.pp. 649-656
by Daniel Fraunholz, Marc Zimmermann, Alexander Hafner, Hans D. Schotten
IP2Vec: Learning Similarities Between IP AddressesFull-text access may be available. Sign in or learn about subscription options.pp. 657-666
by Markus Ring, Alexander Dallmann, Dieter Landes, Andreas Hotho
Early Warnings of Cyber Threats in Online DiscussionsFull-text access may be available. Sign in or learn about subscription options.pp. 667-674
by Anna Sapienza, Alessandro Bessi, Saranya Damodaran, Paulo Shakarian, Kristina Lerman, Emilio Ferrara
Meta-Morisita Index: Anomaly Behaviour Detection for Large Scale Tracking Data with Spatio-Temporal MarksFull-text access may be available. Sign in or learn about subscription options.pp. 675-682
by Zhao Yang, Nathalie Japkowicz
Inline DGA Detection with Deep NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 683-692
by Bin Yu, Daniel L. Gray, Jie Pan, Martine De Cock, Anderson C. A. Nascimento
Towards Automatic Feature Extraction for Activity Recognition from Wearable Sensors: A Deep Learning ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 693-702
by Belkacem Chikhaoui, Frank Gouineau
DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 703-710
by Shehroz S. Khan, Tong Zhu, Bing Ye, Alex Mihailidis, Andrea Iaboni, Kristine Newman, Angel He Wang, Lori Schindel Martin
Showing 100 out of 173
Load More
Load All