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Data Science and Engineering, Volume 9
Volume 9, Number 1, March 2024
- Bin Cui:
Welcome to a New Era of the Data Science and Engineering Journal (DSE). 1-2 - Yee Ling Boo, Manik Gupta, Weijia Zhang, Philippe Fournier-Viger:
Special Issue Editorial on "The Innovative Use of Data Science to Transform How We Work and Live". 3-4 - Sharon Torao-Pingi
, Duoyi Zhang
Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data. 5-25 - Abdur Rahim Mohammad Forkan
AIoT-CitySense: AI and IoT-Driven City-Scale Sensing for Roadside Infrastructure Maintenance. 26-40 - Eric Austin
Uncovering Flat and Hierarchical Topics by Community Discovery on Word Co-occurrence Network. 41-61 - Rob Muspratt
Anomaly Detection with Sub-Extreme Values: Health Provider Billing. 62-72 - Pushp Sra
A Reinduction-Based Approach for Efficient High Utility Itemset Mining from Incremental Datasets. 73-87 - Jiaqi Duan
Where To Go at the Next Timestamp. 88-101 - Xuanhe Zhou, Zhaoyan Sun, Guoliang Li
DB-GPT: Large Language Model Meets Database. 102-111
Volume 9, Number 2, June 2024
- Chenchen Sun, Yan Ning, Derong Shen, Tiezheng Nie:
Graph Neural Network-Based Short‑Term Load Forecasting with Temporal Convolution. 113-132 - Zhongping Zhang, Yin Jia
Explicit Behavior Interaction with Heterogeneous Graph for Multi-behavior Recommendation. 133-151 - Bo Wei, Xi Guo, Xiaodi Li, Ziyan Wu, Jing Zhao, Qiping Zou:
Construct and Query A Fine-Grained Geospatial Knowledge Graph. 152-176 - Xiaolong Wan, Xixian Han
Efficient Top-k Frequent Itemset Mining on Massive Data. 177-203 - Hong Lin, Lidan Shou
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. 204-219 - Yuqi Li
Leveraging Semantic Information for Enhanced Community Search in Heterogeneous Graphs. 220-237 - Yufang Liu
A Meta-adversarial Framework for Cross-Domain Cold-Start Recommendation. 238-249
Volume 9, Number 3, September 2024
- Mengying Xu, Linyin Luo, Hanjiang Lai, Jian Yin:
Category-Level Contrastive Learning for Unsupervised Hashing in Cross-Modal Retrieval. 251-263 - Yanming Hu, Chuan Chen, Bowen Deng, Yujing Lai, Hao Lin, Zibin Zheng, Jing Bian:
Decoupling Anomaly Discrimination and Representation Learning: Self-supervised Learning for Anomaly Detection on Attributed Graph. 264-277 - Zhigao Zhang
Extract Implicit Semantic Friends and Their Influences from Bipartite Network for Social Recommendation. 278-293 - Xi Zeng, Fangyuan Lei
Multi-view Heterogeneous Graph Neural Networks for Node Classification. 294-308 - Xiaoru Qu
Graph-Enhanced Prompt Learning for Personalized Review Generation. 309-324 - Yufang Liu
Channel-Enhanced Contrastive Cross-Domain Sequential Recommendation. 325-340 - Lilan Peng, Xuehua Liao, Tianrui Li
An Overview Based on the Overall Architecture of Traffic Forecasting. 341-359
Volume 9, Number 4, December 2024
- Buti Sello
Erdos: A Novel Blockchain Consensus Algorithm with Equitable Node Selection and Deterministic Block Finalization. 361-377 - Ghada Ben Abdennour, Karim Gasmi
An Optimal Model for Medical Text Classification Based on Adaptive Genetic Algorithm. 378-392 - Phavithra Manoharan, Wei Hong, Jiao Yin
Optimising Insider Threat Prediction: Exploring BiLSTM Networks and Sequential Features. 393-408 - Lara Kallab, Elio Mansour, Richard Chbeir:
Towards ML Models' Recommendations. 409-430 - Mohamed Ragab
ESPRESSO: A Framework to Empower Search on the Decentralized Web. 431-448 - Li Huang, Lu Zhao, Yansong Liu, Yao Zhao:
Hierarchical Service Composition via Blockchain-enabled Federated Learning. 449-463 - Yuqing Liu, Lizhen Wang
Mining Interpretable Regional Co-location Patterns Based on Urban Functional Region Division. 464-485
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