Decoupling Anomaly Discrimination and Representation Learning: Self-supervised Learning for Anomaly Detection on Attributed Graph YanMing HuChuan ChenJing Bian Research Paper Open access 04 May 2024
Category-Level Contrastive Learning for Unsupervised Hashing in Cross-Modal Retrieval Mengying XuLinyin LuoJian Yin Research Paper Open access 02 April 2024
An Overview Based on the Overall Architecture of Traffic Forecasting Lilan PengXuehua LiaoXiu Wang Review/Survey Papers Open access 23 March 2024
Uncovering Flat and Hierarchical Topics by Community Discovery on Word Co-occurrence Network Eric AustinShraddha MakwanaOsmar R. Zaïane Research Paper Open access 13 March 2024 Pages: 41 - 61
A Meta-adversarial Framework for Cross-Domain Cold-Start Recommendation Yufang LiuShaoqing WangFuzhen Sun Research Paper Open access 05 March 2024
Special Issue Editorial on “The Innovative Use of Data Science to Transform How We Work and Live” Yee Ling BooManik GuptaPhilippe Fournier-Viger Editorial Open access 04 March 2024 Pages: 3 - 4
Leveraging Semantic Information for Enhanced Community Search in Heterogeneous Graphs Yuqi LiGuosheng ZangTingjian Ge Research Paper Open access 28 February 2024
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning Hong LinLidan ShouSai Wu Research Paper Open access 28 February 2024
Welcome to a New Era of the Data Science and Engineering Journal (DSE) Bin Cui EDITORIAL Open access 25 February 2024 Pages: 1 - 2
Efficient Top-k Frequent Itemset Mining on Massive Data Xiaolong WanXixian Han Research Paper Open access 06 February 2024
Where To Go at the Next Timestamp Jiaqi DuanXiangfu MengGuihong Liu Research Paper Open access 28 January 2024 Pages: 88 - 101
Construct and Query A Fine-Grained Geospatial Knowledge Graph Bo WeiXi GuoQiping Zou Research Paper Open access 22 January 2024
DB-GPT: Large Language Model Meets Database Xuanhe ZhouZhaoyan SunGuoliang Li Research Paper Open access 19 January 2024 Pages: 102 - 111
Explicit Behavior Interaction with Heterogeneous Graph for Multi-behavior Recommendation Zhongping ZhangYin JiaXinlu Yu Research Paper Open access 19 January 2024
AIoT-CitySense: AI and IoT-Driven City-Scale Sensing for Roadside Infrastructure Maintenance Abdur Rahim Mohammad ForkanYong-Bin KangPrem Prakash Jayaraman Research Paper Open access 19 December 2023 Pages: 26 - 40
Anomaly Detection with Sub-Extreme Values: Health Provider Billing Rob MusprattMusa Mammadov RESEARCH PAPER Open access 29 November 2023 Pages: 62 - 72
Graph Neural Network-Based Short‑Term Load Forecasting with Temporal Convolution Chenchen SunYan NingTiezheng Nie RESEARCH PAPER Open access 20 November 2023
Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data Sharon Torao PingiDuoyi ZhangRichi Nayak Research Paper Open access 17 October 2023 Pages: 5 - 25
A Reinduction-Based Approach for Efficient High Utility Itemset Mining from Incremental Datasets Pushp SraSatish Chand Research Paper Open access 29 September 2023 Pages: 73 - 87
Few-Shot Relation Prediction of Knowledge Graph via Convolutional Neural Network with Self-Attention Shanna ZhongJiahui WangYan Fang Research Paper Open access 20 September 2023 Pages: 385 - 395
Efficient Network Representation Learning via Cluster Similarity Yasuhiro FujiwaraYasutoshi IdaNaonori Ueda Research Paper Open access 12 September 2023 Pages: 279 - 291
An Efficient Keywords Search in Temporal Social Networks Youming GeZitong ChenYubao Liu Research Paper Open access 09 September 2023 Pages: 368 - 384
Special Issue of DASFAA 2023 Xin WangMaria Luisa SapinoHongzhi Yin EDITORIAL Open access 09 September 2023 Pages: 221 - 222
Fully Dynamic Contraction Hierarchies with Label Restrictions on Road Networks Zi ChenBo FengLiping Wang Research Paper Open access 04 September 2023 Pages: 263 - 278
Learning with Small Data: Subgraph Counting Queries Kangfei ZhaoZongyan HeYu Rong Research Paper Open access 02 September 2023 Pages: 292 - 305
A Survey of Personalized News Recommendation Xiangfu MengHongjin HuoJinxia Zhu Review/Survey Papers Open access 02 September 2023 Pages: 396 - 416
Combining Graph Contrastive Embedding and Multi-head Cross-Attention Transfer for Cross-Domain Recommendation Shuo XiaoDongqing ZhuZhenzhen Huang Research Paper Open access 02 September 2023 Pages: 247 - 262
Personalized Re-ranking for Recommendation with Mask Pretraining Peng HanSilin ZhouShuo Shang Research Paper Open access 02 September 2023 Pages: 357 - 367
Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing Haitian ChenZiwei WangKai Zheng Research Paper Open access 02 September 2023 Pages: 234 - 246
Evolving Interest with Feature Co-action Network for CTR Prediction Zhiyang YuanWenguang ZhengYingyuan Xiao Research Paper Open access 02 September 2023 Pages: 344 - 356
SSTP: Social and Spatial-Temporal Aware Next Point-of-Interest Recommendation Junzhuang WuYujing ZhangZhenyu Zhang Research Paper Open access 30 August 2023 Pages: 329 - 343
A Neural Inference of User Social Interest for Item Recommendation Junyang ChenZiyi ChenZhiguo Gong Research Paper Open access 29 August 2023 Pages: 223 - 233
A One-Size-Fits-Three Representation Learning Framework for Patient Similarity Search Yefan HuangFeng LuoBin Luo Research Paper Open access 12 August 2023 Pages: 306 - 317
Signal Contrastive Enhanced Graph Collaborative Filtering for Recommendation Zhi-Yuan LiMan-Sheng ChenChang-Dong Wang Research Paper Open access 09 June 2023 Pages: 318 - 328
PosKHG: A Position-Aware Knowledge Hypergraph Model for Link Prediction Zirui ChenXin WangZhao Li Research Paper Open access 05 May 2023 Pages: 135 - 145
A Framework to Maximize Group Fairness for Workers on Online Labor Platforms Anis El RabaaShady ElbassuoniSihem Amer-Yahia Research Paper Open access 26 April 2023 Pages: 146 - 176
A Survey of Advanced Information Fusion System: from Model-Driven to Knowledge-Enabled Di ZhuHailian YinBohan Li Review/Survey Papers Open access 26 April 2023 Pages: 85 - 97
A Survey on the Integration of Blockchains and Databases Changhao ZhuJunzhe LiMeihui Zhang Review/Survey Papers Open access 24 April 2023 Pages: 196 - 219
UMP-MG: A Uni-directed Message-Passing Multi-label Generation Model for Hierarchical Text Classification Bo NingDeji ZhaoShuangyong Song Research Paper Open access 24 April 2023 Pages: 112 - 123
Improving Gender-Related Fairness in Sentence Encoders: A Semantics-Based Approach Tommaso DolciFabio AzzaliniMara Tanelli Research Paper Open access 15 April 2023 Pages: 177 - 195
Probing the Impacts of Visual Context in Multimodal Entity Alignment Meng WangYinghui ShiYefeng Zheng Research Paper Open access 04 April 2023 Pages: 124 - 134
Memory-Enhanced Transformer for Representation Learning on Temporal Heterogeneous Graphs Longhai LiLei DuanZhaohang Luo Research Paper Open access 22 March 2023 Pages: 98 - 111
Learning Weight Signed Network Embedding with Graph Neural Networks Zekun LuQiancheng YuQinwen Yang RESEARCH PAPER Open access 23 February 2023 Pages: 36 - 46
Construct Trip Graphs by Using Taxi Trajectory Data Hao YuXi GuoTaohong Zhang Research Paper Open access 18 February 2023 Pages: 1 - 22
A Personalized Explainable Learner Implicit Friend Recommendation Method Chunying LiBingyang ZhouJinli Cao RESEARCH PAPER Open access 27 January 2023 Pages: 23 - 35
A Novel Link Prediction Framework Based on Gravitational Field Yanlin YangZhonglin YeLei Meng RESEARCH PAPER Open access 16 January 2023 Pages: 47 - 60
Multi-Model Fusion-Based Hierarchical Extraction for Chinese Epidemic Event Zenghua LiaoZongqiang YangXiang Zhao Research Paper Open access 02 January 2023 Pages: 73 - 83
A Communication Efficient ADMM-based Distributed Algorithm Using Two-Dimensional Torus Grouping AllReduce Guozheng WangYongmei LeiCunlu Peng Research Papers Open access 02 January 2023 Pages: 61 - 72
A Multi-level Mesh Mutual Attention Model for Visual Question Answering Zhi LeiGuixian ZhangRongjiao Liang Research Paper Open access 30 October 2022 Pages: 339 - 353
Joint Attention Networks with Inherent and Contextual Preference-Awareness for Successive POI Recommendation Haiting ZhongWei HeKun Zhao Research Paper Open access 28 October 2022 Pages: 370 - 382
