International Journal of Data Warehousing and Mining (IJDWM)

2005 - 2025

Current editor(s): Eric Pardede

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Volume 21, issue 1, 2025

Organizational Impact of Spatiotemporal Graph Convolution Networks for Mobile Communication Traffic Forecasting pp. 1-19

Pan Ruifeng, Mengsheng Wang, Jindan Zhang, Brij Gupta and Nadia Nedjah

Data-Driven Exploration of Emerging Trends in Sustainable Human Resource Management Using Advanced Analytics pp. 1-15

Akshat Gaurav, Brij B. Gupta, Razaz Waheeb Attar, Varsha Arya, Ahmed Alhomoud, Mu-Yen Chen and Nadia Nedjah

Knowledge Graph-Enhanced Interleaved Multi-Head Attention Knowledge Tracing pp. 1-20

Zehan Guo, Honghai Guan, Chungang He, Ye Xu and Rui Liu

Research on Application of Electromagnetic Environment Data Warehouse Based on Big Data pp. 1-21

Jie Wang, Zhenxing Li and Liping Zhou

Volume 20, issue 1, 2024

A Machine Learning-Based Wrapper Method for Feature Selection pp. 1-33

Damodar Patel, Amit Saxena and John Wang

Deep Transfer Learning Based on LSTM Model for Reservoir Flood Forecasting pp. 1-17

Qiliang Zhu, Changsheng Wang, Wenchao Jin, Jianxun Ren and Xueting Yu

Arabic Clustering Through Advanced Stemming and WordNet-Based Extraction for Water Cycle Cluster pp. 1-25

Deema Mohammed Alsekait, Jaffar Atwan, Qusay Bsoul, Sharaf Alzoubi, Hanaa Fathi, Malik Jawarneh, Abeer Saber and Diaa Salama AbdElminaam

A Fuzzy Portfolio Model With Cardinality Constraints Based on Differential Evolution Algorithms pp. 1-14

JianDong He

Account of Spatio-Temporal Characteristics in Customs Anti-Smuggling Intelligence Acquisition: A Combined LSTM+CRF Model Using TF-IDF and Levenshtein pp. 1-20

Zhanhai Yang, XuAn Wang, Mingyue Qiu, Senlin Hou and Yuqiang Wu

Hybrid Inductive Graph Method for Matrix Completion pp. 1-16

Jayun Yong and Chulyun Kim

Fishing Vessel Type Recognition Based on Semantic Feature Vector pp. 1-18

Junfeng Yuan, Qianqian Zhang, Jilin Zhang, Youhuizi Li, Zhen Liu, Meiting Xue and Yan Zeng

Research on Fraud Detection Method of Financial Data of Listed Companies Based on HMCRAN pp. 1-29

Fubing Li and Huaqiong Duan

Optimizing Cadet Squad Organizational Satisfaction by Integrating Leadership Factor Data Mining and Integer Programming: Focusing on Leadership Factors That Affect Squad Organization pp. 1-24

Hyunho Kim, Eunmi Lee and Sang-Yoon Cha

Automatic Question Answering From Large ESG Reports pp. 1-21

Pulkit Parikh and Julia Penfield

Research on Multi-Parameter Prediction of Rabbit Housing Environment Based on Transformer pp. 1-19

Feiqi Liu, Dong Yang, Yuyang Zhang, Chengcai Yang and Jingjing Yang

Volume 19, issue 6, 2023

Accountancy for E-Business Enterprises Based on Cyber Security pp. 1-17

Yu Yang and Zecheng Yin

An Evaluation of the Financial Impact on Business Performance of the Adoption of E-Business via Blockchain Technology pp. 1-18

Zecheng Yin and Yu Yang

Volume 19, issue 5, 2023

Resilience of a Supply Chain-Based Economic Evaluation of Medical Devices From an Industry Perspective pp. 1-18

Yu Yang and Zecheng Yin

Cybersecurity of Medical Data Based on Big Data and Privacy Protection Method pp. 1-16

Jianhong Li, An Pan and Tongxing Zheng

Effect Analysis of Nursing Intervention on Lower Extremity Deep Venous Thrombosis in Patients pp. 1-15

Xuanyue Zhang

Volume 19, issue 4, 2023

Deep Learning-Based Adaptive Online Intelligent Framework for a Blockchain Application in Risk Control of Asset Securitization pp. 1-21

Liuyang Zhao, Yezhou Sha, Kaiwen Zhang and Jiaxin Yang

Dynamic Research on Youth Thought, Behavior, and Growth Law Based on Deep Learning Algorithm pp. 1-19

Qi Fu

Mining and Analysis of the Traffic Information Situation in the South China Sea Based on Satellite AIS Data pp. 1-25

Tianyu Pu

Optimization Method for Sustainable Development of Smart City Public Management Based on Big Data Analysis pp. 1-17

Wei Wang and Lin Li

Analysis on the Allocation of Control Right of Intergenerational Inheritance of Family Enterprises in the New Era pp. 1-20

Zhanzhong Wang and Jiajun Li

Digital Management Strategy of Natural Resource Archives Under Smart City Space-Time Big Data Platform pp. 1-14

Yifan Wang and Pin Lv

A Data Management Framework for Nurses Using E-Health as a Service (eHaaS) pp. 1-16

Heng Liu, Rui Liu, Zhimei Liu, Xuena Han, Kaixuan Wang, Li Yang and FuGuo Yang

Volume 19, issue 3, 2023

Clustering of COVID-19 Multi-Time Series-Based K-Means and PCA With Forecasting pp. 1-25

Sundus Naji Alaziz, Bakr Albayati, Abd al-Aziz H. El-Bagoury and Wasswa Shafik

Volume 19, issue 2, 2023

An Efficient Association Rule Mining-Based Spatial Keyword Index pp. 1-19

Lianyin Jia, Haotian Tang, Mengjuan Li, Bingxin Zhao, Shoulin Wei and Haihe Zhou

An Efficient Code-Embedding-Based Vulnerability Detection Model for Ethereum Smart Contracts pp. 1-23

Zhigang Xu, Xingxing Chen, Xinhua Dong, Hongmu Han, Zhongzhen Yan, Kangze Ye, Chaojun Li, Zhiqiang Zheng, Haitao Wang and Jiaxi Zhang

Spatiotemporal Data Prediction Model Based on a Multi-Layer Attention Mechanism pp. 1-15

Man Jiang, Qilong Han, Haitao Zhang and Hexiang Liu

Top-K Pseudo Labeling for Semi-Supervised Image Classification pp. 1-18

Yi Jiang and Hui Sun

Estimating the Number of Clusters in High-Dimensional Large Datasets pp. 1-14

Xutong Zhu and Lingli Li

Research on Rumor Detection Based on a Graph Attention Network With Temporal Features pp. 1-17

Xiaohui Yang, Hailong Ma and Miao Wang

Volume 19, issue 1, 2023

Loan Default Prediction Based on Convolutional Neural Network and LightGBM pp. 1-16

Qiliang Zhu, Wenhao Ding, Mingsen Xiang, Mengzhen Hu and Ning Zhang

Structure Graph Refined Information Propagate Network for Aspect-Based Sentiment Analysis pp. 1-20

Weihao Huang, Shaohua Cai, Haoran Li and Qianhua Cai

Analyzing AI-Generated Packaging's Impact on Consumer Satisfaction With Three Types of Datasets pp. 1-17

Tao Chen, Ding Bang Luh and Jin Guang Wang

A Unified Multi-View Clustering Method Based on Non-Negative Matrix Factorization for Cancer Subtyping pp. 1-19

Zhanpeng Huang, Jiekang Wu, Jinlin Wang, Yu Lin and Xiaohua Chen

An Integration Model on Brainstorming and Extenics for Intelligent Innovation in Big Data Environment pp. 1-23

Xingsen Li, Haibin Pi, Junwen Sun, Hao Lan Zhang and Zhencheng Liang

Personal Health and Illness Management and the Future Vision of Biomedical Clothing Based on WSN pp. 1-21

Ge Zhang and Zubin Ning

A Survey of Collective Anomaly Detection on Sequence Dataset pp. 1-22

Xiaodi Huang, Po Yun and Zhongfeng Hu

An Intelligent Heart Disease Prediction Framework Using Machine Learning and Deep Learning Techniques pp. 1-24

Nasser Allheeib, Summrina Kanwal and Sultan Alamri

Fusing Syntax and Semantics-Based Graph Convolutional Network for Aspect-Based Sentiment Analysis pp. 1-15

Jinhui Feng, Shaohua Cai, Kuntao Li, Yifan Chen, Qianhua Cai and Hongya Zhao

Volume 18, issue 2, 2022

Efficient Open Domain Question Answering With Delayed Attention in Transformer-Based Models pp. 1-16

Wissam Siblini, Mohamed Challal and Charlotte Pasqual

Iterative and Semi-Supervised Design of Chatbots Using Interactive Clustering pp. 1-19

Erwan Schild, Gautier Durantin, Jean-Charles Lamirel and Florian Miconi

Concept of Temporal Pretopology for the Analysis for Structural Changes: Application to Econometrics pp. 1-17

Nazha Selmaoui-Folcher, Jannai Tokotoko, Samuel Gorohouna, Laisa Roi, Claire Leschi and Catherine Ris

A Method for Generating Comparison Tables From the Semantic Web pp. 1-20

Arnaud Giacometti, Béatrice Markhoff and Arnaud Soulet

Volume 18, issue 1, 2022

Crime Analyses Using Data Analytics pp. 1-15

Thanu Dayara, Fadi Thabtah, Hussein Abdel-Jaber and Susan Zeidan

A New Approach for Fairness Increment of Consensus-Driven Group Recommender Systems Based on Choquet Integral pp. 1-22

Cu Nguyen Giap, Nguyen Nhu Son, Nguyen Long Giang, Hoang Thi Minh Chau, Tran Manh Tuan and Le Hoang Son

Density-Based Spatial Anomalous Window Discovery pp. 1-23

Prerna Mohod and Vandana P. Janeja

A Stock Trading Expert System Established by the CNN-GA-Based Collaborative System pp. 1-19

Jimmy Ming-Tai Wu, Lingyun Sun, Gautam Srivastava, Vicente Garcia Diaz and Jerry Chun-Wei Lin

Improvement of Data Stream Decision Trees pp. 1-17

Sarah Nait Bahloul, Oussama Abderrahim, Aya Ichrak Benhadj Amar and Mohammed Yacine Bouhedadja

Semi-Supervised Sentiment Classification on E-Commerce Reviews Using Tripartite Graph and Clustering pp. 1-20

Xin Lu, Donghong Gu, Haolan Zhang, Zhengxin Song, Qianhua Cai, Hongya Zhao and Haiming Wu

An Ensemble Approach for Prediction of Cardiovascular Disease Using Meta Classifier Boosting Algorithms pp. 1-29

Sibo Prasad Patro, Neelamadhab Padhy and Rahul Deo Sah

Hierarchical Hybrid Neural Networks With Multi-Head Attention for Document Classification pp. 1-16

Weihao Huang, Jiaojiao Chen, Qianhua Cai, Xuejie Liu, Yudong Zhang and Xiaohui Hu

Large-Scale System for Social Media Data Warehousing: The Case of Twitter-Related Drug Abuse Events Integration pp. 1-18

Jenhani Ferdaous and Mohamed Salah Gouider