Table of Contents

• Fuzzy World: A Tool Training Agent from Concept Cognitive to Logic InferenceMinzhong Luo. 3-14 [doi]
• Collaborative Reinforcement Learning Framework to Model Evolution of Cooperation in Sequential Social DilemmasRitwik Chaudhuri, Kushal Mukherjee, Ramasuri Narayanam, Rohith Dwarakanath Vallam. 15-26 [doi]
• SigTran: Signature Vectors for Detecting Illicit Activities in Blockchain Transaction NetworksFarimah Poursafaei, Reihaneh Rabbany, Zeljko Zilic. 27-39 [doi]
• VOA*: Fast Angle-Based Outlier Detection over High-Dimensional Data StreamsVijdan Khalique, Hiroyuki Kitagawa. 40-52 [doi]
• Learning Probabilistic Latent Structure for Outlier Detection from Multi-view DataZhen Wang, Ji Zhang, Yizheng Chen, Chenhao Lu, Jerry Chun-Wei Lin, Jing Xiao, Rage Uday Kiran. 53-65 [doi]
• GLAD-PAW: Graph-Based Log Anomaly Detection by Position Aware Weighted Graph Attention NetworkYi Wan, Yilin Liu, Dong Wang, Yujin Wen. 66-77 [doi]
• CubeFlow: Money Laundering Detection with Coupled TensorsXiaobing Sun, Jiabao Zhang, Qiming Zhao, Shenghua Liu, Jinglei Chen, Ruoyu Zhuang, Huawei Shen, Xueqi Cheng. 78-90 [doi]
• Unsupervised Boosting-Based Autoencoder Ensembles for Outlier DetectionHamed Sarvari, Carlotta Domeniconi, Bardh Prenkaj, Giovanni Stilo. 91-103 [doi]
• Unsupervised Domain Adaptation for 3D Medical Image with High EfficiencyChufu Deng, Kuilin Li, Zhiguang Chen. 104-116 [doi]
• A Hierarchical Structure-Aware Embedding Method for Predicting Phenotype-Gene AssociationsLin Wang, Mingming Liu, WenQian He, Xu Jin, Maoqiang Xie, Yalou Huang. 117-128 [doi]
• Autonomous Vehicle Path Prediction Using Conditional Variational Autoencoder NetworksJagadish D. N., Arun Chauhan 0002, Lakshman Mahto. 129-139 [doi]
• Heterogeneous Graph Attention Network for Small and Medium-Sized Enterprises Bankruptcy PredictionYizhen Zheng, Vincent C. S. Lee, Zonghan Wu, Shirui Pan. 140-151 [doi]
• Algorithm Selection as Superset Learning: Constructing Algorithm Selectors from Imprecise Performance DataJonas Hanselle, Alexander Tornede, Marcel Wever, Eyke Hüllermeier. 152-163 [doi]
• Sim2Real for Metagenomes: Accelerating Animal Diagnostics with Adversarial Co-trainingVineela Indla, Vennela Indla, Sai Narayanan, Akhilesh Ramachandran, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Sathyanarayanan N. Aakur. 164-175 [doi]
• Attack Is the Best Defense: A Multi-Mode Poisoning PUF Against Machine Learning AttacksChia-Chih Lin, Ming-Syan Chen. 176-187 [doi]
• Combining Exogenous and Endogenous Signals with a Semi-supervised Co-attention Network for Early Detection of COVID-19 Fake TweetsRachit Bansal, William Scott Paka, Nidhi, Shubhashis Sengupta, Tanmoy Chakraborty 0002. 188-200 [doi]
• TLife-LSTM: Forecasting Future COVID-19 Progression with Topological Signatures of Atmospheric ConditionsIgnacio Segovia-Dominguez, Zhiwei Zhen, Rishabh Wagh, Huikyo Lee, Yulia R. Gel. 201-212 [doi]
• Lifelong Learning Based Disease Diagnosis on Clinical NotesZifeng Wang 0008, Yifan Yang, Rui Wen, Xi Chen, Shao-Lun Huang, Yefeng Zheng. 213-224 [doi]
• GrabQC: Graph Based Query Contextualization for Automated ICD CodingJeshuren Chelladurai, Sudarsun Santhiappan, Balaraman Ravindran. 225-237 [doi]
• Deep Gaussian Mixture Model on Multiple Interpretable Features of Fetal Heart Rate for Pregnancy WellnessYan Kong, Bin Xu, Bowen Zhao, Ji Qi. 238-250 [doi]
• Adverse Drug Events Detection, Extraction and Normalization from Online Comments of Chinese Patent MedicinesZi Chai, Xiaojun Wan 0001. 251-262 [doi]
• Adaptive Graph Co-Attention Networks for Traffic ForecastingBoyu Li 0003, Ting Guo, Yang Wang, Amir H. Gandomi, Fang Chen. 263-276 [doi]
• Dual-Stage Bayesian Sequence to Sequence Embeddings for Energy Demand ForecastingFrances Cameron-Muller, Dilusha Weeraddana, Raghav Chalapathy, Nguyen Lu Dang Khoa. 277-289 [doi]
• AA-LSTM: An Adversarial Autoencoder Joint Model for Prediction of Equipment Remaining Useful LifeDong Zhu, Chengkun Wu, Chuanfu Xu, Zhenghua Wang. 290-301 [doi]
• Analyzing Topic Transitions in Text-Based Social Cascades Using Dual-Network Hawkes ProcessJayesh Choudhari, Srikanta Bedathur, Indrajit Bhattacharya, Anirban Dasgupta 0001. 305-319 [doi]
• HiPaR: Hierarchical Pattern-Aided RegressionLuis Galárraga, Olivier Pelgrin, Alexandre Termier. 320-332 [doi]
• Improved Topology Extraction Using Discriminative Parameter Mining of LogsAtri Mandal, Saranya Gupta, Shivali Agarwal, Prateeti Mohapatra. 333-345 [doi]
• Back to Prior Knowledge: Joint Event Causality Extraction via Convolutional Semantic InfusionZijian Wang, Hao Wang, Xiangfeng Luo, Jianqi Gao. 346-357 [doi]
• A k-MCST Based Algorithm for Discovering Core-Periphery Structures in GraphsSusheela Polepalli, Raj Bhatnagar. 358-370 [doi]
• Detecting Sequentially Novel Classes with Stable Generalization AbilityDa-Wei Zhou, Yang Yang 0074, De-Chuan Zhan. 371-382 [doi]
• Learning-Based Dynamic Graph Stream SketchDing Li, Wenzhong Li, Yizhou Chen, Mingkai Lin, Sanglu Lu. 383-394 [doi]
• Discovering Dense Correlated Subgraphs in Dynamic NetworksGiulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis. 395-407 [doi]
• Fake News Detection with Heterogenous Deep Graph Convolutional NetworkZhezhou Kang, Yanan Cao, Yanmin Shang, Tao Liang, Hengzhu Tang, Lingling Tong. 408-420 [doi]
• Incrementally Finding the Vertices Absent from the Maximum Independent SetsXiaochen Liu, Weiguo Zheng, Zhenyi Chen, Zhenying He, X. Sean Wang. 421-433 [doi]
• Neighbours and Kinsmen: Hateful Users Detection with Graph Neural NetworkShu Li, Nayyar A. Zaidi, Qingyun Liu, Gang Li. 434-446 [doi]
• Graph Neural Networks for Soft Semi-Supervised Learning on HypergraphsNaganand Yadati, Tingran Gao, Shahab Asoodeh, Partha P. Talukdar, Anand Louis. 447-458 [doi]
• A Meta-path Based Graph Convolutional Network with Multi-scale Semantic Extractions for Heterogeneous Event ClassificationHaiyang Wang, Xin Song, Yujia Liu, Chenguang Chen, Bin Zhou 0004. 459-471 [doi]
• Noise-Enhanced Unsupervised Link PredictionReyhaneh Abdolazimi, Reza Zafarani. 472-487 [doi]
• Weak Supervision Network Embedding for Constrained Graph LearningTing Guo, Xingquan Zhu, Yang Wang, Fang Chen. 488-500 [doi]
• RAGA: Relation-Aware Graph Attention Networks for Global Entity AlignmentRenbo Zhu, Meng Ma, Ping Wang. 501-513 [doi]
• Graph Attention Networks with Positional EmbeddingsLiheng Ma, Reihaneh Rabbany, Adriana Romero-Soriano. 514-527 [doi]
• Unified Robust Training for Graph Neural Networks Against Label NoiseYayong Li, Jie Yin, Ling Chen. 528-540 [doi]
• Graph InfoClust: Maximizing Coarse-Grain Mutual Information in GraphsCostas Mavromatis, George Karypis. 541-553 [doi]
• A Deep Hybrid Pooling Architecture for Graph Classification with Hierarchical AttentionSambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty. 554-565 [doi]
• Maximizing Explainability with SF-Lasso and Selective Inference for Video and Picture AdsEunkyung Park 0004, Raymond K. Wong, JunBum Kwon, Victor W. Chu. 566-577 [doi]
• Reliably Calibrated Isotonic RegressionOtto Nyberg, Arto Klami. 578-589 [doi]
• Multiple Instance Learning for Unilateral DataXijia Tang, Tingjin Luo, Tianxiang Luan, Chenping Hou. 590-602 [doi]
• An Online Learning Algorithm for Non-stationary Imbalanced Data by Extra-Charging Minority ClassSajjad Kamali Siahroudi, Daniel Kudenko. 603-615 [doi]
• Locally Linear Support Vector Machines for Imbalanced Data ClassificationBartosz Krawczyk, Alberto Cano 0001. 616-628 [doi]
• Low-Dimensional Representation Learning from Imbalanced Data StreamsLukasz Korycki, Bartosz Krawczyk. 629-641 [doi]
• PhotoStylist: Altering the Style of Photos Based on the Connotations of TextsSiamul Karim Khan, Daniel Yue Zhang, Ziyi Kou, Yang Zhang, Dong Wang. 642-654 [doi]
• Gazetteer-Guided Keyphrase Generation from Research PapersT. Y. S. S. Santosh, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, Partha Pratim Das. 655-667 [doi]
• Minits-AllOcc: An Efficient Algorithm for Mining Timed Sequential PatternsSomayah Karsoum, Clark Barrus, Le Gruenwald, Eleazar Leal. 668-685 [doi]
• 3N: Harnessing Text and Temporal Tree Network for Rumor Detection on TwitterNikhil Pinnaparaju, Manish Gupta 0001, Vasudeva Varma. 686-700 [doi]
• AngryBERT: Joint Learning Target and Emotion for Hate Speech DetectionMd. Rabiul Awal, Rui Cao, Roy Ka-Wei Lee, Sandra Mitrovic. 701-713 [doi]
• SCARLET: Explainable Attention Based Graph Neural Network for Fake News Spreader PredictionBhavtosh Rath, Xavier Morales, Jaideep Srivastava. 714-727 [doi]
• Content Matters: A GNN-Based Model Combined with Text Semantics for Social Network Cascade PredictionYujia Liu, Kang Zeng, Haiyang Wang, Xin Song, Bin Zhou. 728-740 [doi]
• TERMCast: Temporal Relation Modeling for Effective Urban Flow ForecastingHao Xue, Flora D. Salim. 741-753 [doi]
• Traffic Flow Driven Spatio-Temporal Graph Convolutional Network for Ride-Hailing Demand ForecastingHao Fu, Zhong Wang, Yang Yu, Xianwei Meng, Guiquan Liu. 754-765 [doi]
• A Proximity Forest for Multivariate Time Series ClassificationYue Zhang, Zhihai Wang, Jidong Yuan. 766-778 [doi]
• 2-Guard: A Cross-Correlation Gaining Framework for Urban Air Quality PredictionYu Chu, Lin Li, Qing Xie 0002, Guandong Xu. 779-790 [doi]
• Simultaneous Multiple POI Population Pattern Analysis System with HDP Mixture RegressionYuta Hayakawa, Kota Tsubouchi, Masamichi Shimosaka. 791-803 [doi]
• Interpretable Feature Construction for Time Series Extrinsic RegressionDominique Gay, Alexis Bondu, Vincent Lemaire 0001, Marc Boullé. 804-816 [doi]
• SEPC: Improving Joint Extraction of Entities and Relations by Strengthening Entity Pairs ConnectionJiapeng Zhao, Panpan Zhang, Tingwen Liu, Jinqiao Shi. 817-828 [doi]