Articles

1. Decoupling Anomaly Discrimination and Representation Learning: Self-supervised Learning for Anomaly Detection on Attributed Graph

   • YanMing Hu
   • Chuan Chen
   • Jing Bian

   Research Paper Open access 04 May 2024

   

2. Category-Level Contrastive Learning for Unsupervised Hashing in Cross-Modal Retrieval

   • Mengying Xu
   • Linyin Luo
   • Jian Yin

   Research Paper Open access 02 April 2024

   

3. An Overview Based on the Overall Architecture of Traffic Forecasting

   • Lilan Peng
   • Xuehua Liao
   • Xiu Wang

   Review/Survey Papers Open access 23 March 2024

   

4. Uncovering Flat and Hierarchical Topics by Community Discovery on Word Co-occurrence Network

   • Eric Austin
   • Shraddha Makwana
   • Osmar R. Zaïane

   Research Paper Open access 13 March 2024 Pages: 41 - 61

   

5. A Meta-adversarial Framework for Cross-Domain Cold-Start Recommendation

   • Yufang Liu
   • Shaoqing Wang
   • Fuzhen Sun

   Research Paper Open access 05 March 2024

   

6. Special Issue Editorial on “The Innovative Use of Data Science to Transform How We Work and Live”

   • Yee Ling Boo
   • Manik Gupta
   • Philippe Fournier-Viger

   Editorial Open access 04 March 2024 Pages: 3 - 4

7. Leveraging Semantic Information for Enhanced Community Search in Heterogeneous Graphs

   • Yuqi Li
   • Guosheng Zang
   • Tingjian Ge

   Research Paper Open access 28 February 2024

   

8. FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning

   • Hong Lin
   • Lidan Shou
   • Sai Wu

   Research Paper Open access 28 February 2024

   

9. Welcome to a New Era of the Data Science and Engineering Journal (DSE)

   • Bin Cui

   EDITORIAL Open access 25 February 2024 Pages: 1 - 2

   

10. Efficient Top-k Frequent Itemset Mining on Massive Data

    • Xiaolong Wan
    • Xixian Han

    Research Paper Open access 06 February 2024

    

11. Where To Go at the Next Timestamp

    • Jiaqi Duan
    • Xiangfu Meng
    • Guihong Liu

    Research Paper Open access 28 January 2024 Pages: 88 - 101

    

12. Construct and Query A Fine-Grained Geospatial Knowledge Graph

    • Bo Wei
    • Xi Guo
    • Qiping Zou

    Research Paper Open access 22 January 2024

    

13. DB-GPT: Large Language Model Meets Database

    • Xuanhe Zhou
    • Zhaoyan Sun
    • Guoliang Li

    Research Paper Open access 19 January 2024 Pages: 102 - 111

    

14. Explicit Behavior Interaction with Heterogeneous Graph for Multi-behavior Recommendation

    • Zhongping Zhang
    • Yin Jia
    • Xinlu Yu

    Research Paper Open access 19 January 2024

    

15. AIoT-CitySense: AI and IoT-Driven City-Scale Sensing for Roadside Infrastructure Maintenance

    • Abdur Rahim Mohammad Forkan
    • Yong-Bin Kang
    • Prem Prakash Jayaraman

    Research Paper Open access 19 December 2023 Pages: 26 - 40

    

16. Anomaly Detection with Sub-Extreme Values: Health Provider Billing

    • Rob Muspratt
    • Musa Mammadov

    RESEARCH PAPER Open access 29 November 2023 Pages: 62 - 72

    

17. Graph Neural Network-Based Short‑Term Load Forecasting with Temporal Convolution

    • Chenchen Sun
    • Yan Ning
    • Tiezheng Nie

    RESEARCH PAPER Open access 20 November 2023

    

18. Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data

    • Sharon Torao Pingi
    • Duoyi Zhang
    • Richi Nayak

    Research Paper Open access 17 October 2023 Pages: 5 - 25

    

19. A Reinduction-Based Approach for Efficient High Utility Itemset Mining from Incremental Datasets

    • Pushp Sra
    • Satish Chand

    Research Paper Open access 29 September 2023 Pages: 73 - 87

    

20. Few-Shot Relation Prediction of Knowledge Graph via Convolutional Neural Network with Self-Attention

    • Shanna Zhong
    • Jiahui Wang
    • Yan Fang

    Research Paper Open access 20 September 2023 Pages: 385 - 395

    

21. Efficient Network Representation Learning via Cluster Similarity

    • Yasuhiro Fujiwara
    • Yasutoshi Ida
    • Naonori Ueda

    Research Paper Open access 12 September 2023 Pages: 279 - 291

    

22. An Efficient Keywords Search in Temporal Social Networks

    • Youming Ge
    • Zitong Chen
    • Yubao Liu

    Research Paper Open access 09 September 2023 Pages: 368 - 384

    

23. Special Issue of DASFAA 2023

    • Xin Wang
    • Maria Luisa Sapino
    • Hongzhi Yin

    EDITORIAL Open access 09 September 2023 Pages: 221 - 222

24. Fully Dynamic Contraction Hierarchies with Label Restrictions on Road Networks

    • Zi Chen
    • Bo Feng
    • Liping Wang

    Research Paper Open access 04 September 2023 Pages: 263 - 278

    

25. Learning with Small Data: Subgraph Counting Queries

    • Kangfei Zhao
    • Zongyan He
    • Yu Rong

    Research Paper Open access 02 September 2023 Pages: 292 - 305

    

26. A Survey of Personalized News Recommendation

    • Xiangfu Meng
    • Hongjin Huo
    • Jinxia Zhu

    Review/Survey Papers Open access 02 September 2023 Pages: 396 - 416

    

27. Combining Graph Contrastive Embedding and Multi-head Cross-Attention Transfer for Cross-Domain Recommendation

    • Shuo Xiao
    • Dongqing Zhu
    • Zhenzhen Huang

    Research Paper Open access 02 September 2023 Pages: 247 - 262

    

28. Personalized Re-ranking for Recommendation with Mask Pretraining

    • Peng Han
    • Silin Zhou
    • Shuo Shang

    Research Paper Open access 02 September 2023 Pages: 357 - 367

    

29. Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing

    • Haitian Chen
    • Ziwei Wang
    • Kai Zheng

    Research Paper Open access 02 September 2023 Pages: 234 - 246

    

30. Evolving Interest with Feature Co-action Network for CTR Prediction

    • Zhiyang Yuan
    • Wenguang Zheng
    • Yingyuan Xiao

    Research Paper Open access 02 September 2023 Pages: 344 - 356

    

31. SSTP: Social and Spatial-Temporal Aware Next Point-of-Interest Recommendation

    • Junzhuang Wu
    • Yujing Zhang
    • Zhenyu Zhang

    Research Paper Open access 30 August 2023 Pages: 329 - 343

    

32. A Neural Inference of User Social Interest for Item Recommendation

    • Junyang Chen
    • Ziyi Chen
    • Zhiguo Gong

    Research Paper Open access 29 August 2023 Pages: 223 - 233

    

33. A One-Size-Fits-Three Representation Learning Framework for Patient Similarity Search

    • Yefan Huang
    • Feng Luo
    • Bin Luo

    Research Paper Open access 12 August 2023 Pages: 306 - 317

    

34. Signal Contrastive Enhanced Graph Collaborative Filtering for Recommendation

    • Zhi-Yuan Li
    • Man-Sheng Chen
    • Chang-Dong Wang

    Research Paper Open access 09 June 2023 Pages: 318 - 328

    

35. PosKHG: A Position-Aware Knowledge Hypergraph Model for Link Prediction

    • Zirui Chen
    • Xin Wang
    • Zhao Li

    Research Paper Open access 05 May 2023 Pages: 135 - 145

    

36. A Framework to Maximize Group Fairness for Workers on Online Labor Platforms

    • Anis El Rabaa
    • Shady Elbassuoni
    • Sihem Amer-Yahia

    Research Paper Open access 26 April 2023 Pages: 146 - 176

    

37. A Survey of Advanced Information Fusion System: from Model-Driven to Knowledge-Enabled

    • Di Zhu
    • Hailian Yin
    • Bohan Li

    Review/Survey Papers Open access 26 April 2023 Pages: 85 - 97

    

38. A Survey on the Integration of Blockchains and Databases

    • Changhao Zhu
    • Junzhe Li
    • Meihui Zhang

    Review/Survey Papers Open access 24 April 2023 Pages: 196 - 219

    

39. UMP-MG: A Uni-directed Message-Passing Multi-label Generation Model for Hierarchical Text Classification

    • Bo Ning
    • Deji Zhao
    • Shuangyong Song

    Research Paper Open access 24 April 2023 Pages: 112 - 123

    

40. Improving Gender-Related Fairness in Sentence Encoders: A Semantics-Based Approach

    • Tommaso Dolci
    • Fabio Azzalini
    • Mara Tanelli

    Research Paper Open access 15 April 2023 Pages: 177 - 195

    

41. Probing the Impacts of Visual Context in Multimodal Entity Alignment

    • Meng Wang
    • Yinghui Shi
    • Yefeng Zheng

    Research Paper Open access 04 April 2023 Pages: 124 - 134

    

42. Memory-Enhanced Transformer for Representation Learning on Temporal Heterogeneous Graphs

    • Longhai Li
    • Lei Duan
    • Zhaohang Luo

    Research Paper Open access 22 March 2023 Pages: 98 - 111

    

43. Learning Weight Signed Network Embedding with Graph Neural Networks

    • Zekun Lu
    • Qiancheng Yu
    • Qinwen Yang

    RESEARCH PAPER Open access 23 February 2023 Pages: 36 - 46

    

44. Construct Trip Graphs by Using Taxi Trajectory Data

    • Hao Yu
    • Xi Guo
    • Taohong Zhang

    Research Paper Open access 18 February 2023 Pages: 1 - 22

    

45. A Personalized Explainable Learner Implicit Friend Recommendation Method

    • Chunying Li
    • Bingyang Zhou
    • Jinli Cao

    RESEARCH PAPER Open access 27 January 2023 Pages: 23 - 35

    

46. A Novel Link Prediction Framework Based on Gravitational Field

    • Yanlin Yang
    • Zhonglin Ye
    • Lei Meng

    RESEARCH PAPER Open access 16 January 2023 Pages: 47 - 60

    

47. Multi-Model Fusion-Based Hierarchical Extraction for Chinese Epidemic Event

    • Zenghua Liao
    • Zongqiang Yang
    • Xiang Zhao

    Research Paper Open access 02 January 2023 Pages: 73 - 83

    

48. A Communication Efficient ADMM-based Distributed Algorithm Using Two-Dimensional Torus Grouping AllReduce

    • Guozheng Wang
    • Yongmei Lei
    • Cunlu Peng

    Research Papers Open access 02 January 2023 Pages: 61 - 72

    

49. A Multi-level Mesh Mutual Attention Model for Visual Question Answering

    • Zhi Lei
    • Guixian Zhang
    • Rongjiao Liang

    Research Paper Open access 30 October 2022 Pages: 339 - 353

    

50. Joint Attention Networks with Inherent and Contextual Preference-Awareness for Successive POI Recommendation

    • Haiting Zhong
    • Wei He
    • Kun Zhao

    Research Paper Open access 28 October 2022 Pages: 370 - 382