Table of Contents

• Multivariate Time Series Analysis: An Interpretable CNN-based ModelRaneen Younis, Sergej Zerr, Zahra Ahmadi. 1-10 [doi]
• Streamlining models with explanations in the learning loopFrancesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore. 1-10 [doi]
• Active Lifelong Anomaly Detection with Experience ReplayKamil Faber, Roberto Corizzo, Bartlomiej Sniezynski, Nathalie Japkowicz. 1-10 [doi]
• Safe Multi-view Co-training for Semi-supervised RegressionLi-Yan Liu, Peng Huang, Fan Min. 1-10 [doi]
• Evidence Based Pipeline for Explaining Artificial Intelligence Algorithms with InteractionsAmbreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Steven Wood. 1-9 [doi]
• Transparent Latent Space Counterfactual Explanations for Tabular DataFrancesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi. 1-10 [doi]
• Reducing Missingness in a Stream through Cost-Aware Active Feature AcquisitionMaik Büttner, Christian Beyer, Myra Spiliopoulou. 1-10 [doi]
• Generating Privacy Preserving Synthetic Medical DataFahim Faisal, Noman Mohammed, Carson K. Leung, Yang Wang. 1-10 [doi]
• Generating Synthetic Time Series for Machine-Learning-Empowered Monitoring of Electric Motor Test BenchesTobias Westmeier, Diego Botache, Maarten Bieshaar, Bernhard Sick. 1-10 [doi]
• Research on Mini-Batch Affinity Propagation Clustering AlgorithmZiqi Xu, Yahui Lu, Yu Jiang. 1-10 [doi]
• Incorporating neighborhood features in RNNs for popularity forecasting for emerging research fieldsYankin Chi, Raymond Wong, Hongkuan Wang, John Shepherd 0001. 1-10 [doi]
• DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time SeriesVijaya Krishna Yalavarthi, Johannes Burchert, Lars Schmidt-Thieme. 1-10 [doi]
• Explaining Human Activities Instances Using Deep Learning ClassifiersLuca Arrotta, Gabriele Civitarese, Michele Fiori, Claudio Bettini. 1-10 [doi]
• Online Air Pollution Inference using Concept Recurrence and Transfer LearningBowen Chen, Yun Sing Koh, Gillian Dobbie, Ocean Wu, Guy Coulson, Gustavo Olivares. 1-10 [doi]
• Heterogeneous Drift Learning: Classification of Mix-Attribute Data with Concept DriftsLang Zhao, Yiqun Zhang, Yuzhu Ji, An Zeng, Fangqing Gu, Xiaopeng Luo. 1-10 [doi]
• CompanyName2Vec: Company Entity Matching based on Job AdsRan Ziv, Ilan Gronau, Michael Fire. 1-10 [doi]
• Towards ℓ1 Regularization for Deep Neural Networks: Model Sparsity Versus Task DifficultyTa-Chun Shen, Chun-Pai Yang, Ian En-Hsu Yen, Shou-de Lin. 1-9 [doi]
• AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet TreeChristina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavácková-Schindler, Claudia Plant. 1-10 [doi]
• Graph Attention Network for Camera Relocalization on Dynamic ScenesMohamed Amine Ouali, Mohamed Bouguessa, Riadh Ksantini. 1-10 [doi]
• A Learning-based Framework for Multi-View Instance Segmentation in PanoramaWeihao Ye, Ziyang Mai, Qiudan Zhang, Xu Wang. 1-9 [doi]
• A Convolution Quaternion-Based Inverse Relational Rotation Embedding Knowledge Representation MethodDonglin Wu, Jing Zhao, Ming Li. 1-2 [doi]
• A Large-scale Friend Suggestion ArchitectureLin Zhang, Rui Li. 1-9 [doi]
• Mitigation of Rumours in Social Networks via Epidemic Model-based Reinforcement LearningH. Ruda Nie, Xiuzhen Zhang, Minyi Li 0001, Anil Dolgun. 1-10 [doi]
• DGNN: Denoising graph neural network for session-based recommendationJiuqian Dai, Weihua Yuan, Chen Bao, Zhijun Zhang 0002. 1-8 [doi]
• Enhancing Individual Fairness through Propensity Score MatchingHamid Karimi, Muhammad Fawad Akbar Khan, Haochen Liu, Tyler Derr, Hui Liu 0031. 1-10 [doi]
• Percept U-Net: Percept Attention-based Convolutional Neural Network for Atrial Fibrillation Episode LocalizationYing An, Lebing Pan, Lin Guo, Xianlai Chen, Yu Shen. 1-9 [doi]
• Power of Explanations: Towards automatic debiasing in hate speech detectionYi Cai, Arthur Zimek, Gerhard Wunder, Eirini Ntoutsi. 1-10 [doi]
• SA-FGDEM: A Self-adaptive E-Learning Performance Prediction ModelMingtao Ye, Liping Wang, Jingran Zhang, Xin Sheng, Guodao Zhang. 1-8 [doi]
• A Knowledge Graph Link Prediction Model with Combined 1D and 2D Convolutional EmbeddingsMing Shi, Jing Zhao. 1-2 [doi]
• Modeling the impact of external influence on green behaviour spreading in multilayer financial networksMagdalena Ziolo, Piotr Bródka, Anna Spoz, Jaroslaw Jankowski. 1-10 [doi]
• Multimodal Humor Detection Based on Cross-Modal Attention and Modal Maximum CorrelationZhibang Quan, Tao Sun, Mengli Su, Jishu Wei. 1-2 [doi]
• RL-MD: A Novel Reinforcement Learning Approach for DNA Motif DiscoveryWen Wang, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao 0006. 1-7 [doi]
• MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract VulnerabilitiesHoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang. 1-10 [doi]
• ALTRec: Adversarial Learning for Autoencoder-based Tail RecommendationJixiong Liu, Dugang Liu, Weike Pan, Zhong Ming 0001. 1-9 [doi]
• Improving Pairwise Rank Aggregation via Querying for Rank DifferenceGuoxi Zhang, Jiyi Li, Hisashi Kashima. 1-9 [doi]
• Range-free and Level-based Localization with Malicious Node Identification in Underwater Sensor NetworksYing Guo, Ping Ji, Jingxiang Xu, Peng Liu. 1-9 [doi]
• Multi-Parameter Forecasting of Fatalities in Road Traffic AccidentsRitam Nandi, Siddaarth Prasanna, Prajit Rajkumar. 1-2 [doi]
• Fast Streaming Algorithms for k-Submodular Maximization under a Knapsack ConstraintCanh V. Pham, Dung K. T. Ha 0001, Huan X. Hoang, Tan D. Tran. 1-10 [doi]
• Fast JSON parser using metaprogramming on GPUKrzysztof Kaczmarski, Jakub Narebski, Stanislaw Piotrowski, Piotr Przymus. 1-10 [doi]
• A Systematical Evaluation for Next-Basket Recommendation AlgorithmsZhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng. 1-10 [doi]
• Semi-supervised Regression with Data Partitioning and Feature MappingLi-Yan Liu, Jia-hui Zhang, Fan Min. 1-10 [doi]
• Cross-Modal Image-Text Matching via Coupled Projection Learning HashingHuan Zhao, Haoqian Wang, Xupeng Zha, Song Wang. 1-10 [doi]
• H4M: Heterogeneous, Multi-source, Multi-modal, Multi-view and Multi-distributional Dataset for Socioeconomic Analytics in the Case of BeijingYaping Zhao, Shuhui Shi, Ramgopal Ravi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao. 1-10 [doi]
• Discovering Geo-referenced Periodic-Frequent Patterns in Geo-referenced Time Series DatabasesPenugonda Ravikumar, R. Uday Kiran, Palla Likhitha, T. Chandrasekhar, Yutaka Watanobe, Koji Zettsu. 1-10 [doi]
• Attention-based Feature Fusion for Reconstructing Gene-Regulatory InteractionsMingrong Xiang, Wei Luo 0001, Jingyu Hou 0001, Wenjing Tao. 1-7 [doi]
• Combating Mutuality with Difficulty Factors in Multi-class Imbalanced Data: A Similarity-based Hybrid SamplingZhong Zheng, Yuan-ting Yan, Yiwen Zhang 0001, Yanping Zhang. 1-10 [doi]
• GDEGAN: Graphical Discriminative Embedding GAN for tabular dataDinh Anh Dung, Huynh Thi Thanh Binh. 1-11 [doi]
• Large Scale Point Cloud Classification Base on Graph-MLP++Zhiyong Zhang, Ruyu Liu, En Xie, Guodao Zhang. 1-6 [doi]
• Enterprise Event Risk Detection Based on Supply Chain ContagionChuanhui Zhang, Junxiao Chen, Tao Shu, Jinghua Tan. 1-10 [doi]
• Machine Unlearning Method Based On Projection ResidualZihao Cao, Jianzong Wang, Shijing Si, Zhangcheng Huang, Jing Xiao 0006. 1-8 [doi]
• Inventory Purchase Recommendation for Merchants in Traditional FMCG Retail BusinessYing Li, Muhammad Daffa Robani, Victor Suciu, Joy He-Yueya. 1-10 [doi]
• Label Distribution Learning with Data Augmentation using Generative Adversarial NetworksBin-Yuan Rong, Heng-Ru Zhang, Gui-Lin Li, Fan Min. 1-10 [doi]
• Tracing Patterns in Electrophysiological Time Series DataJan David Hüwel, Anne Gresch, Fabian Berns, Ruben Koch, Martina Düfer, Christian Beecks. 1-10 [doi]
• A Side Information Enhanced Matrix Factorization Approach via Hierarchical Generalized Linear ModelDora D. Liu, Zhong Yuan Lai, Usman Naseem. 1-9 [doi]
• PATE: Property, Amenities, Traffic and Emotions Coming Together for Real Estate Price PredictionYaping Zhao, Ramgopal Ravi, Shuhui Shi, Zhongrui Wang, Edmund Y. Lam, Jichang Zhao. 1-10 [doi]
• Understanding Stay-at-home Attitudes through Framing Analysis of TweetsZahra Fatemi, Abari Bhattacharya, Andrew Wentzel, Vipul Dhariwal, Lauren Levine, Andrew Rojecki, G. Elisabeta Marai, Barbara Di Eugenio, Elena Zheleva. 1-10 [doi]
• Few-shot Edge Classification in Graph Meta-learningXiaoxiao Yang, Jungang Xu. 1-7 [doi]
• Multi-aspect Matrix Factorization based Visualization of Convolutional Neural NetworksUday Singh Saini, Evangelos E. Papalexakis. 1-12 [doi]
• Incorporating Accuracy and Diversity in a News Recommender SystemShaina Raza, Syed Raza Bashir, Usman Naseem, Dora D. Liu, Deepak John Reji. 1-10 [doi]
• Blockwise Spectral Analysis for Deepfake Detection in High-fidelity VideosHe Huang, Nan Sun, Xufeng Lin. 1-9 [doi]
• A New Baseline of Policy Gradient for Traveling Salesman ProblemHua Yang, Ming Gu. 1-7 [doi]
• Dual Channel Hybrid Messaging-Passing Graph Convolutional Network for RecommendationWei Lan, Wenguang Wang. 1-7 [doi]
• A Fast Block-Based Feature Method for Low Cost Dynamic Objects DetectionShuo Zhao, Zhongwen Guo, Sining Jiang, Hao Wang, Wei Jing. 1-8 [doi]
• Separating Storage and Compute with the Databricks Lakehouse PlatformDeeptaanshu Kumar, Suxi Li. 1-2 [doi]
• Simulating Spreading of Multiple Interacting Processes in Complex NetworksMichal Czuba, Piotr Bródka. 1-10 [doi]
• Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision TreesMateusz Szczepanski, Marek Pawlicki, Rafal Kozik, Michal Choras. 1-10 [doi]
• Conformal transformation twin-hyperspheres for highly imbalanced data to binary classificationJian Zheng, Honchun Qu, Zhoni Li, Lin Li. 1-6 [doi]
• Constraint-based Sequential Rule MiningZhaowen Yin, Wensheng Gan, Gengsen Huang, Yongdong Wu, Philippe Fournier-Viger. 1-10 [doi]
• On Training and Verifying Robust AutoencodersBenedikt Böing, Emmanuel Müller. 1-10 [doi]
• A Probabilistic Framework for Adapting to Changing and Recurring Concepts in Data StreamsBen Halstead, Yun Sing Koh, Patricia Riddle, Mykola Pechenizkiy, Albert Bifet. 1-10 [doi]
• Why is the prediction wrong? Towards underfitting case explanation via meta-classificationSheng Zhou, Pierre Blanchart, Michel Crucianu, Marin Ferecatu. 1-9 [doi]
• Semi-automatic Data Annotation System for Multi-Target Multi-Camera Vehicle TrackingHaohong Liao, Silin Zheng, Xuelin Shen, Mark Junjie Li, Xu Wang. 1-9 [doi]
• Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial NetworksYuchong Yao, Xiaohui Wang, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee. 1-10 [doi]
• Fast Mining RFM Patterns for Behavioral AnalyticsShicheng Wan, Jieying Deng, Wensheng Gan, Jiahui Chen 0002, Philip S. Yu. 1-10 [doi]
• Depression Detection Based on Human Simple Kinematic Skeletal DataXiaoxuan Zhao, Qingxiang Wang. 1-2 [doi]
• Fuzzy-Based Operational Resilience ModellingAttiq Ur Rehman, Joarder Kamruzzuman, Iqbal Gondal, Alireza Jolfaei. 1-8 [doi]
• AutoAD: an Automated Framework for Unsupervised Anomaly DetectioAndrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio. 1-10 [doi]
• COSTI: a New Classifier for Sequences of Temporal IntervalsJakub Michal Bilski, Agnieszka Jastrzebska. 1-10 [doi]
• Machine Learning Aided Minimal Sensor based Hand Gesture Character RecognitionNoorain Zaidi, Priya Kumari, Sutharshan Rajasegarar, Chandan K. Karmakar. 1-9 [doi]
• System Network Analytics: Evolution and Stable Rules of a State SeriesAnimesh Chaturvedi 0001, Aruna Tiwari, Nicolas Spyratos. 1-10 [doi]
• AMD-DBSCAN: An Adaptive Multi-density DBSCAN for datasets of extremely variable densityZiqing Wang, Zhirong Ye, Yuyang Du, Yi Mao, Yanying Liu, Ziling Wu, Jun Wang. 1-10 [doi]
• Cross-Dataset Evaluation of Multimodal Neural Networks for Glaucoma DiagnosisSauman Das, Arnav Jain, Audhav Durai, Sameer Gabbita, Aditya Vasantharao, Vishal Kotha. 1-2 [doi]
• TiSA: a Time Interval Aware Self-Attention model for Popularity Prediction on Social NetworksXiang Zeng, Yujia Liu, Xin Song, Yingdan Shang, Bin Zhou 0004. 1-7 [doi]
• Adaptive Sparse and Monotonic Attention for Transformer-based Automatic Speech RecognitionChendong Zhao, Jianzong Wang, Wenqi Wei, Xiaoyang Qu, Haoqian Wang, Jing Xiao 0006. 1-8 [doi]
• Abstract Argumentation for Explainable Satellite SchedulingCheyenne Powell, Annalisa Riccardi. 1-10 [doi]
• SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAPAbdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rögnvaldsson, Mattias Ohlsson. 1-10 [doi]
• Community Splitter: A Network Embedding Method for Predicting Missing LinksShuo Wang, Ziqiang Wu, Sheng Bi, Zheng Zhang, Xiaomin Huang, Ming Yang Zhou, Hao Liao. 1-10 [doi]
• Disentangling the Growth of Blockchain-based Networks by Graph Evolution Rule MiningAlessia Galdeman, Matteo Zignani, Sabrina Gaito. 1-10 [doi]
• Multi-instance Multi-label Learning Based on Parallel Attention and Local Label Manifold CorrelationMei Yang, Wen-Tao Tang, Fan Min. 1-10 [doi]
• Eye Movement Attention Based Depression Detection ModelJu Zhao, Qingxiang Wang. 1-2 [doi]
• A Transfer Learning Framework For Annotating Implementation-Specific CorpusAnbumunee Ponniah, Swati Agarwal 0001, Sharanya Milind Ranka, Shashank Madhusudhan. 1-10 [doi]
• What Really Drives the Spread of COVID-19 Tweets: A Revisit from Perspective of ContentYuwei Chuai, Yutian Chang, Jichang Zhao. 1-10 [doi]
• Positive-Unlabeled Domain AdaptationJonas Sonntag, Gunnar Behrens, Lars Schmidt-Thieme. 1-10 [doi]
• The min-timespan parallel technician-and-drone scheduling in door-to-door sampling service systemPham Phu Manh, Tran Thi Hue, Huynh Thi Thanh Binh, Nguyen Khanh Phuong. 1-10 [doi]
• Attention-aware Multi-hop Trust Inference in Online Social NetworksRongwei Xu, Guanfeng Liu 0001, Xianmei Hua, Shiqi Ye, Xuyun Zhang, Junwen Lu. 1-10 [doi]
• The identification of cancer lesions in mammography images with missing pixels: analysis of morphologyJoana Cristo Santos, Pedro Henriques Abreu, Miriam Seoane Santos. 1-8 [doi]
• A novel real-time trajectory compression method for privacy protectionJiachun Tao, Liang Chen, Junhua Fang. 1-10 [doi]
• BRL: Learning behavior representations of Reversi playersChao-Fan Pan, Fan Min, Heng-Ru Zhang, Yu Wang. 1-10 [doi]
• Federated Deep Recommendation System Based on Multi-View Feature EmbeddingXinna Wang, Shunmei Meng, Yanran Chen, Qiyan Liu, Rui Yuan, Qianmu Li. 1-9 [doi]
• Large-Scale Traffic Congestion Prediction based on Multimodal Fusion and Representation MappingBodong Zhou, Jiahui Liu, Songyi Cui, Yaping Zhao. 1-9 [doi]
• Graph Summarization as Vertex Classification Task using Graph Neural Networks vs. Bloom FilterMaximilian Blasi, Manuel Freudenreich, Johannes Horvath, David Richerby, Ansgar Scherp. 1-10 [doi]
• 3R: Argumentative explanations for recommendationsJinfeng Zhong, Elsa Negre. 1-9 [doi]
• Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder PatternsMaryam Shahabikargar, Amin Beheshti, Amin Khatami, Ricky Nguyen, Xuyun Zhang, Hamid Alinejad-Rokny. 1-10 [doi]
• Unsupervised Instance and Subnetwork Selection for Network DataLin Zhang, Nicholas Moskwa, Melinda Larsen, Petko Bogdanov. 1-10 [doi]
• Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app usersMiro Schleicher, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou. 1-10 [doi]
• PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage RecognitionJianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng 0001, Xi Zheng 0001. 1-8 [doi]
• Positive emotions help rank negative reviews for sellers and producers in e-commerceDi Weng, Yang Yang, Jichang Zhao. 1-10 [doi]
• minOffense: Inter-Agreement Hate Terms for Stable Rules, Concepts, Transitivities, and LatticesAnimesh Chaturvedi, Rajesh Sharma. 1-10 [doi]
• Explainable expected goal models for performance analysis in football analyticsMustafa Cavus, Przemyslaw Biecek. 1-9 [doi]
• COVID-19 and Haters - A User Model PerspectiveSoumitra Mehrotra, Anna Cinzia Squicciarini, Edoardo Serra, Younes Karimi. 1-9 [doi]
• Discovering Periodicity in Locally Repeating PatternsAlfred Krzywicki, Ashesh Mahidadia, Michael Bain. 1-10 [doi]
• Image Classification Based on Deep Graph Convolutional NetworksTinglong Tang, Xiaowang Chen, Yirong Wu, Shuifa Sun, Mei Yu. 1-6 [doi]
• Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual ExplanationsJakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa. 1-10 [doi]
• Fractional SDE-Net: Generation of Time Series Data with Long-term MemoryKohei Hayashi, Kei Nakagawa. 1-10 [doi]
• Enabling Synthetic Data adoption in regulated domainsGiorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Federico Chesani, Davide Capuzzo. 1-10 [doi]
• Repeatable Pattern Mining for Accurate Subtraction of Backgrounds with Waving Objects in Underwater VideosJunfeng Wu, Guangyan Huang, Hui Zheng, Guang-Li Huang, Yu Hu, Jing He 0004. 1-11 [doi]
• Improving Source Localization by Perturbing Graph DiffusionYaping Zhao, Zhongrui Wang, Edmund Y. Lam. 1-9 [doi]
• CE-GAN : A Camera Image Enhancement Generative Adversarial Network for Autonomous DrivingSining Jiang, Zhongwen Guo, Shuo Zhao, Hao Wang, Wei Jing. 1-6 [doi]
• Interaction-aware Hypergraph Neural Networks for User ProfilingShaojie Yan, Tao Zhao, Jinsheng Deng. 1-10 [doi]
• BASS: Blockchain-Based Asynchronous SignSGD for Robust Collaborative Data MiningChenhao Xu, Youyang Qu, Yong Xiang 0001, Longxiang Gao, David Smith, Shui Yu 0001. 1-7 [doi]