ICDM Workshops

Publications

2019

Erick Stattner, Nathan Jadoul
Climate Data Analytics Applied to Sugar Cane Crop in the French West Indies. ICDM Workshops (2019)
Xi Zhang, Ata Kabán
Experiments with Random Projections Ensembles: Linear Versus Quadratic Discriminants. ICDM Workshops (2019)
Fanhua Shang, Zhihui Zhang, Yuying An, Yang Hu, Hongying Liu
Efficient Parallel Stochastic Variance Reduction Algorithms for Large-Scale SVD. ICDM Workshops (2019)
Shufei Zhang, Zhuang Qian, Kaizhu Huang, Rui Zhang, Amir Hussain
SimpleGAN Stabilizing Generative Adversarial Networks with Simple Distributions. ICDM Workshops (2019)
Anahita Hosseini, Tyler Davis, Majid Sarrafzadeh
Hierarchical Target-Attentive Diagnosis Prediction in Heterogeneous Information Networks. ICDM Workshops (2019)
Oluwabunmi Oloruntoba, Georgina Cosma, Antonio Liotta
Clan-Based Cultural Algorithm for Feature Selection. ICDM Workshops (2019)
Peng Wu, Yumin Tan
Estimation of Economic Indicators using Residual Neural Network ResNet50. ICDM Workshops (2019)
Irena Holubová, Martin Svoboda, David Bernhauer, Tomás Skopal, Petr Pascenko
Inferred Social Networks: A Case Study. ICDM Workshops (2019)
Jiangyi Yin, Yuchun Guo, Yishuai Chen
Heterogenous Information Network Embedding Based Cross-Domain Recommendation System. ICDM Workshops (2019)
Liang Du, Xiaolin Lv
Consensus Graph Weighting via Trace Ratio Criterion for Multi-view Unsupervised Feature Selection. ICDM Workshops (2019)
Asma Belhadi, Youcef Djenouri, Jerry Chun-Wei Lin
Comparative Study on Trajectory Outlier Detection Algorithms. ICDM Workshops (2019)
Evgeniy Faerman, Manuell Rogalla, Niklas Strauß, Adrian Krüger, Benedict Blümel, Max Berrendorf, Michael Fromm, Matthias Schubert
Spatial Interpolation with Message Passing Framework. ICDM Workshops (2019)
Yufei Liu, Jie Cao
IIRank: A Novel Algorithm for Identifying Influencers in Micro-Blog Social Networks. ICDM Workshops (2019)
Yuping Lu, Jitendra Kumar
Convolutional Neural Networks for Hydrometeor Classification using Dual Polarization Doppler Radars. ICDM Workshops (2019)
Qian Guo, Yuhua Qian, Xinyan Liang
Mining Logic Patterns from Visual Data. ICDM Workshops (2019)
Ming Sun, Fang Zhou, Chun Yang, Xu-Cheng Yin
Image Generation Framework for Unbalanced License Plate Data Set. ICDM Workshops (2019)
Kunal Rajput, Girija Chetty, Rachel Davey
Risk Factors Identification for Heart Disease in Unstructured Dataset using Deep Learning Approach. ICDM Workshops (2019)
Manxing Du, Alexander Imani Cowen-Rivers, Ying Wen, Phu Sakulwongtana, Jun Wang, Mats Brorsson, Radu State
Know Your Enemies and Know Yourself in the Real-Time Bidding Function Optimisation. ICDM Workshops (2019)
Takehiro Tezuka, Lihua Wang, Takuya Hayashi, Seiichi Ozawa
A Fast Privacy-Preserving Multi-Layer Perceptron Using Ring-LWE-Based Homomorphic Encryption. ICDM Workshops (2019)
Dan Lu, Daniel M. Ricciuto
Learning-Based Inversion-Free Model-Data Integration to Advance Ecosystem Model Prediction. ICDM Workshops (2019)
Da Ke, Zhitao Huang, Xiang Wang, Liting Sun
Application of Adversarial Examples in Communication Modulation Classification. ICDM Workshops (2019)
Björn Rafn Gunnarsson, Seppe vanden Broucke, Jochen De Weerdt
Optimizing Marketing Campaign Targeting Using Uncertainty-Based Predictive Modelling. ICDM Workshops (2019)
Zijiang Yang, Tetsushi Watari, Daisuke Ichigozaki, Kei Morohoshi, Yoshinori Suga, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal
Data-Driven Insights from Predictive Analytics on Heterogeneous Experimental Data of Industrial Magnetic Materials. ICDM Workshops (2019)
Masahiro Suzuki, Toshiya Katagi, Hiroki Sakaji, Kiyoshi Izumi, Yasushi Ishikawa
Stock Price Analysis Using Combination of Analyst Reports and Several Documents. ICDM Workshops (2019)
Hang Yu, Derong Chen, Jiulu Gong
Video Saliency Detection with Gated CNN and Residual Architecture. ICDM Workshops (2019)
Tianxing Tian, Shi Chen, Yaobo Wu, Fan Zhang, Yinan Jing, Zhengying He, X. Sean Wang, Wei Wang, Peng Zhang
An Automatic Illustration Recommendation System. ICDM Workshops (2019)
Jerry Chun-Wei Lin, Yuanfa Li, Philippe Fournier-Viger, Youcef Djenouri, Ji Zhang
An Efficient Chain Structure to Mine High-Utility Sequential Patterns. ICDM Workshops (2019)
Krishna Karthik Gadiraju, Bharathkumar Ramachandra, Ranga Raju Vatsavai
Evaluating Performance of Deep Neural Networks for Crop Classification and Complex Facility Recognition. ICDM Workshops (2019)
Leyu Liu, Xin Huang, Jianliang Xu, Yunya Song
Oasis: Online Analytic System for Incivility Detection and Sentiment Classification. ICDM Workshops (2019)
Chenyu Wang, Zhongchen Miao, Yuefeng Lin, Jian Gao
User and Topic Hybrid Context Embedding for Finance-Related Text Data Mining. ICDM Workshops (2019)
Mehmet Dedeoglu, Jessica Zhang, Runli Liang
Emotion Classification Based on Audiovisual Information Fusion Using Deep Learning. ICDM Workshops (2019)
Tomasz Wiktorski, Jerry Chun-Wei Lin
Approximate Approach to Finding Generic Utility of Sequential Patterns. ICDM Workshops (2019)
Minhui Xue, Xin Yuan, Heather Lee, Keith W. Ross
Sensing the Chinese Diaspora: How Mobile Apps Can Provide Insights Into Global Migration Flows. ICDM Workshops (2019)
Hongying Liu, Zhongshu Wang, Fanhua Shang, Mingyang Zhang, Maoguo Gong, Feihang Ge, Licheng Jiao
A Novel Deep Framework for Change Detection of Multi-source Heterogeneous Images. ICDM Workshops (2019)
Carl Yang, Jiawei Han
cube2net: Efficient Query-Specific Network Construction with Data Cube Organization. ICDM Workshops (2019)
Ken Ishibashi
Application of Deep Learning to Pre-processing of Cousumer's Eye Tracking Data in Supermarket. ICDM Workshops (2019)
Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis
ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks. ICDM Workshops (2019)
Fan Mo, Hayato Yamana
Point of Interest Recommendation by Exploiting Geographical Weighted Center and Categorical Preference. ICDM Workshops (2019)
Robert Phan, Thoai Man Luu, Rachel Davey, Girija Chetty
Enhancing Clinical Name Entity Recognition Based on Hybrid Deep Learning Scheme. ICDM Workshops (2019)
Hajung Sohn, Hyunju Lee
MC-BERT4HATE: Hate Speech Detection using Multi-channel BERT for Different Languages and Translations. ICDM Workshops (2019)
Michael Fromm, Max Berrendorf, Evgeniy Faerman, Yiyi Chen, Balthasar Schüss, Matthias Schubert
XD-STOD: Cross-Domain Superresolution for Tiny Object Detection. ICDM Workshops (2019)
Zhibo Yang, Luyun Li
An Online Retrieval Question Answering System for Featured Snippets Triggering. ICDM Workshops (2019)
Wei Song, Shuyuan Dai, Jian Wang, Dongmei Huang, Antonio Liotta, Giuseppe Di Fatta
Bi-gradient Verification for Grad-CAM Towards Accurate Visual Explanation for Remote Sensing Images. ICDM Workshops (2019)
Noureddin Sadawi, Alina Dana Miron, Waidah Ismail, Hafez Hussain, Crina Grosan
Gesture Correctness Estimation with Deep Neural Networks and Rough Path Descriptors. ICDM Workshops (2019)
Lifang Wu, Bowen Yang, Meng Jian, Xiuzhen Zhang, Heng Zhang, Xu Liu
Learning Effective Representations from Sparse Mutlimodal Data on Content Curation Social Networks. ICDM Workshops (2019)
António Pereira Barata, Frank W. Takes, H. Jaap van den Herik, Cor J. Veenman
Imputation Methods Outperform Missing-Indicator for Data Missing Completely at Random. ICDM Workshops (2019)
Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck
Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks. ICDM Workshops (2019)
Teppei Yagihashi
Social Data Platform, D-Ocean. ICDM Workshops (2019)
Mengyu Yan, Zhinong Zhong, Ning Jing, Ye Wu
Method for Calculating Geographic Entity Relevance Based on Spatial and Semantic Association. ICDM Workshops (2019)
Didier Henry, Nathan Jadoul, Reynald Eugénie, Erick Stattner
Climate Change Perception in Scientific and Public Sphere. ICDM Workshops (2019)