Advances in Data Mining. Applications and Theoretical Aspects : 17th Industrial Conference, ICDM 2017, New York, NY, USA, July 12-13, 2017, Proceedings

Front Matter ....Pages I-XI
 Incorporating Positional Information into Deep Belief Networks for Sentiment Classification  (Yong Jin, Harry Zhang, Donglei Du)....Pages 1-15
 Tracking Multiple Social Media for Stock Market Event Prediction  (Fang Jin, Wei Wang, Prithwish Chakraborty, Nathan Self, Feng Chen, Naren Ramakrishnan)....Pages 16-30
 Ensemble Sales Forecasting Study in Semiconductor Industry  (Qiuping Xu, Vikas Sharma)....Pages 31-44
 Towards an Efficient Method of Modeling “Next Best Action” for Digital Buyer’s Journey in B2B  (Anit Bhandari, Kiran Rama, Nandini Seth, Nishant Niranjan, Parag Chitalia, Stig Berg)....Pages 45-56
 Association Rule-based Classifier Using Artificial Missing Values  (Kaoru Shimada, Takaaki Arahira, Takashi Hanioka)....Pages 57-67
 Mining Location-Based Service Data for Feature Construction in Retail Store Recommendation  (Tsung-Yi Chen, Lyu-Cian Chen, Yuh-Min Chen)....Pages 68-77
 Constraint-Based Clustering Algorithm for Multi-density Data and Arbitrary Shapes  (Walid Atwa, Kan Li)....Pages 78-92
 Towards a Large Scale Practical Churn Model for Prepaid Mobile Markets  (Amit Kumar Meher, Jobin Wilson, R. Prashanth)....Pages 93-106
 Smart Stores: A Scalable Foot Traffic Collection and Prediction System  (Soheila Abrishami, Piyush Kumar, Wickus Nienaber)....Pages 107-121
 Multivariate Time Series Representation and Similarity Search Using PCA  (Aminata Kane, Nematollaah Shiri)....Pages 122-136
 Message Passing on Factor Graph: A Novel Approach for Orphan Drug Physician Targeting  (Yunlong Wang, Yong Cai)....Pages 137-150
 Fast GPU-Based Influence Maximization Within Finite Deadlines via Node-Level Parallelism  (Koushik Pal, Zissis Poulos, Edward Kim, Andreas Veneris)....Pages 151-165
 Visual Scenes Mining for Agent Awareness Module  (Gang Ma, Zhentao Tang, Xi Yang, Zhongzhi Shi, Kun Yang)....Pages 166-180
 Predicting Hospital Re-Admissions from Nursing Care Data of Hospitalized Patients  (Muhammad K. Lodhi, Rashid Ansari, Yingwei Yao, Gail M. Keenan, Diana Wilkie, Ashfaq A. Khokhar)....Pages 181-193
 Activity Prediction in Process Management Using the WoMan Framework  (Stefano Ferilli, Domenico Redavid, Sergio Angelastro)....Pages 194-208
 Hierarchical Text Classification of Autopsy Reports to Determine MoD and CoD Through Term-Based and Concepts-Based Features  (Ghulam Mujtaba, Liyana Shuib, Ram Gopal Raj, Mohammed Ali Al-Garadi, Retnagowri Rajandram, Khairunisa Shaikh)....Pages 209-222
 Collaborative Filtering Fusing Label Features Based on SDAE  (Huan Huo, Xiufeng Liu, Deyuan Zheng, Zonghan Wu, Shengwei Yu, Liang Liu)....Pages 223-236
 Interestingness Classification of Association Rules for Master Data  (Wei Han, Julio Borges, Peter Neumayer, Yong Ding, Till Riedel, Michael Beigl)....Pages 237-245
 MapReduce and Spark-Based Analytic Framework Using Social Media Data for Earlier Flu Outbreak Detection  (Ali Al Essa, Miad Faezipour)....Pages 246-257
 An Integrated Approach Using Data Mining and System Dynamics to Policy Design: Effects of Electric Vehicle Adoption on CO2 Emissions in Singapore  (Bohao Zhang, Francis E. H. Tay)....Pages 258-268
 Using the Results of Capstone Analysis to Predict a Weather Outcome  (Anthony G. Nolan, Warwick J. Graco)....Pages 269-277
 Classification of Network Traffic Using Fuzzy Clustering for Network Security  (Terrence P. Fries)....Pages 278-285
 Machine Learning and Pattern Recognition Techniques for Information Extraction to Improve Production Control and Design Decisions  (Carlos A. Escobar, Ruben Morales-Menendez)....Pages 286-300
 Real-Time Prediction of Styrene Production Volume Based on Machine Learning Algorithms  (Yikai Wu, Fang Hou, Xiaopei Cheng)....Pages 301-312
 A Graph-Based Ranking Model for Automatic Keyphrases Extraction from Arabic Documents  (Mohamed Salim El BazzI, Driss Mammass, Taher Zaki, Abdelatif Ennaji)....Pages 313-322
 Mining Frequent Subgraph Pattern Over a Collection of Attributed-Graphs and Construction of a Relation Hierarchy for Result Reporting  (Petra Perner)....Pages 323-344
Back Matter ....Pages 345-346