PhD Forum

  • Schedule
    8:55AM Welcome
    9:00AM 6 full paper presentations (60 minutes)
    S34204 full paper Contrast Pattern Based Algorithms for Visualizing and Predicting Spatiotemporal Events
    Dawei Wang
    S34209 full paper Selecting Machine Learning Algorithms using Regression Models
    Tri Doan and Kalita Jugal
    S34213 full paper Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection
    Yanjie Fu and Hui Xiong
    S34230 full paper Crowdsourcing based API Search via Leveraging Twitter Lists Information
    Tingting Liang, Liang Chen, Haochao Ying, Zibin Zheng, and Jian Wu
    S34223 full paper Learning Spatial Decision Trees for Land Cover Mapping
    Zhe Jiang
    S34221 full paper Deep Learning for Image Retrieval: What Works and What Doesn’t
    Huafeng Wang, Yehe Cai, Yanxiang Zhang, Haixia Pan, Weifeng Lv, Hao Han
    10:00AM  Coffee
    10:15AM Panel
     
      Dr. Xindong Wu (Professor & ICDM Steering Committee Chair, University of Vermont, USA)
    Dr. Zhi-Hua Zhou (Professor & ICDM PC Chair, Nanjing University, China),
    Dr. Nikolaj Tatti (Postdoctoral Researcher, Aalto University School of Science, Finland)
    11:20AM 5 full paper presentations (50 minutes) & 4 short paper presentations (20 minutes)
    S34238 full paper Understanding Deep Networks with Gradients
    Henry Lo and Wei Ding
    S34243 full paper Accurate classification of biological data using ensembles
    Manju Bhardwaj, Debasis Dash, and Vasudha Bhatnagar
    DM573  full paper Reporting $l$ Most Favorite Objects in Uncertain Databases with Probabilistic Reverse Top-$k$ Queries
    Guoqing Xiao, Kenli Li, and Keqin Li
    DM648 full paper Subspace Model based Discriminative Instances Selection for Weakly Supervised Object Detection
    Qiaoying Huang, Xiaofeng Zhang, and Kui Jia
    DM675 full paper Enhancing Stock Price Prediction With A Hybrid Approach Based On Extreme Learning Machine
    Feng Wang, Yongquan Zhang, Hang Xiao, and Li Kuang
    S34226 short paper Probabilistic Models for Fine-Grained Truth Discovery from Massive Crowdsourced Data
    Fenglong Ma and Jing Gao
    S34227 short paper Multi-Source Information Trustworthiness Analysis
    Houping Xiao and Jing Gao
    S34236 short paper Building Predictive Models for Noisy and Heterogeneous Data: An Application in Global Monitoring of Inland Water Dynamics
    Anuj Karpatne and Vipin Kumar
    S34233 short paper Near-linear online change detection algorithm for noisy time series
    Xi Chen, Vipin Kumar, and James Faghmous
    12:30PM Lunch
    2:00PM Re-Welcome
    2:05PM
      Dr. Pauli Miettinen [Senior Researcher, Max-Planck-Institut für Informatik, Germany]
    3:05PM 8 short papers presentation (40 minutes)
    S34201 short paper Context Suggestion: Solutions and Challenges
    Yong Zheng
    S34205 short paper Prediction of Long-Lead Heavy Precipitation Events Aided by Machine Learning
    Yahui Di
    S34207 short paper RORS: A Revenue-Optimized Recommender System
    Chong Wang, Achir Kalra, Yi Chen, and Cristian Borcea
    S34218 short paper Sentiment Analysis for Social Media Images
    Yilin Wang
    S34219 short paper Secure learning and mining in adversarial environments
    Bo Li
    S34222 short paper Latent Graph Inference and Validation
    Ivan Brugere
    S34232 short paper Enhancing network security by software vulnerability detection using social media analysis
    Dennis Kergl
    S34235 short paper Clustering Evolving Batch System Jobs for Online Anomaly Detection
    Eileen Kuehn
    3:45PM Coffee
    4:00PM Panel
     
      Dr. Aidong Zhang (Professor  & NSF Program Director, University at Buffalo, The State University of New York, USA)
    Dr. Tina Eliassi-Rad (Associate Professor, Rutgers University, USA)
    Dr. Hui Xiong (Professor  & ICDM General Chair, Rutgers University)
    5:00PM Closing