| 2022 | Towards ℓ1 Regularization for Deep Neural Networks: Model Sparsity Versus Task Difficulty. | Ta-Chun Shen, Chun-Pai Yang, Ian En-Hsu Yen, Shou-De Lin |
| 2022 | A Systematical Evaluation for Next-Basket Recommendation Algorithms. | Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng |
| 2022 | Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder Patterns. | Maryam Shahabikargar, Amin Beheshti, Amin Khatami, Ricky Nguyen, Xuyun Zhang, Hamid Alinejad-Rokny |
| 2022 | Expect the gap: A recommender approach to estimate the absenteeism of self-monitoring mHealth app users. | Miro Schleicher, Rdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2022 | The identification of cancer lesions in mammography images with missing pixels: analysis of morphology. | Joana Cristo Santos, Pedro Henriques Abreu, Miriam Seoane Santos |
| 2022 | Multi-aspect Matrix Factorization based Visualization of Convolutional Neural Networks. | Uday Singh Saini, Evangelos E. Papalexakis |
| 2022 | Label Distribution Learning with Data Augmentation using Generative Adversarial Networks. | Bin-Yuan Rong, Heng-Ru Zhang, Gui-Lin Li, Fan Min |
| 2022 | Incorporating Accuracy and Diversity in a News Recommender System. | Shaina Raza, Syed Raza Bashir, Usman Naseem, Dora D. Liu, Deepak John Reji |
| 2022 | Discovering Geo-referenced Periodic-Frequent Patterns in Geo-referenced Time Series Databases. | Penugonda Ravikumar, R. Uday Kiran, Palla Likhitha, T. Chandrasekhar, Yutaka Watanobe, Koji Zettsu |
| 2022 | Multimodal Humor Detection Based on Cross-Modal Attention and Modal Maximum Correlation. | Zhibang Quan, Tao Sun, Mengli Su, Jishu Wei |
| 2022 | AutoAD: an Automated Framework for Unsupervised Anomaly Detectio. | Andrian Putina, Maroua Bahri, Flavia Salutari, Mauro Sozio |
| 2022 | Abstract Argumentation for Explainable Satellite Scheduling. | Cheyenne Powell, Annalisa Riccardi |
| 2022 | A Transfer Learning Framework For Annotating Implementation-Specific Corpus. | Anbumunee Ponniah, Swati Agarwal, Sharanya Milind Ranka, Shashank Madhusudhan |
| 2022 | Fast Streaming Algorithms for k-Submodular Maximization under a Knapsack Constraint. | Canh V. Pham, Dung K. T. Ha, Huan X. Hoang, Tan D. Tran |
| 2022 | BRL: Learning behavior representations of Reversi players. | Chao-Fan Pan, Fan Min, Heng-Ru Zhang, Yu Wang |
| 2022 | AWT - Clustering Meteorological Time Series Using an Aggregated Wavelet Tree. | Christina Pacher, Irene Schicker, Rosmarie deWit, Katerina Hlavckov-Schindler, Claudia Plant |
| 2022 | Graph Attention Network for Camera Relocalization on Dynamic Scenes. | Mohamed Amine Ouali, Mohamed Bouguessa, Riadh Ksantini |
| 2022 | Mitigation of Rumours in Social Networks via Epidemic Model-based Reinforcement Learning. | H. Ruda Nie, Xiuzhen Zhang, Minyi Li, Anil Dolgun |
| 2022 | MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities. | Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang |
| 2022 | Multi-Parameter Forecasting of Fatalities in Road Traffic Accidents. | Ritam Nandi, Siddaarth Prasanna, Prajit Rajkumar |
| 2022 | COVID-19 and Haters - A User Model Perspective. | Soumitra Mehrotra, Anna Cinzia Squicciarini, Edoardo Serra, Younes Karimi |
| 2022 | The min-timespan parallel technician-and-drone scheduling in door-to-door sampling service system. | Pham Phu Manh, Tran Thi Hue, Huynh Thi Thanh Binh, Nguyen Khanh Phuong |
| 2022 | PearNet: A Pearson Correlation-based Graph Attention Network for Sleep Stage Recognition. | Jianchao Lu, Yuzhe Tian, Shuang Wang, Michael Sheng, Xi Zheng |
| 2022 | Streamlining models with explanations in the learning loop. | Francesco Lomuscio, Paolo Bajardi, Alan Perotti, Elvio G. Amparore |
| 2022 | Semi-supervised Regression with Data Partitioning and Feature Mapping. | Li-Yan Liu, Jia-Hui Zhang, Fan Min |