Issue 8/2024
Content (22 Articles)
Enhancing trust and privacy in distributed networks: a comprehensive survey on blockchain-based federated learning
- Review
Ji Liu, Chunlu Chen, Yu Li, Lin Sun, Yulun Song, Jingbo Zhou, Bo Jing, Dejing Dou
Machine learning and deep learning models for human activity recognition in security and surveillance: a review
- Review
Sheetal Waghchaware, Radhika Joshi
Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm
- Regular Paper
Ioannis Akarepis, Agorakis Bompotas, Christos Makris
An academic recommender system on large citation data based on clustering, graph modeling and deep learning
- Open Access
- Regular Paper
Vaios Stergiopoulos, Michael Vassilakopoulos, Eleni Tousidou, Antonio Corral
Forecasting financial market structure from network features using machine learning
- Regular Paper
Douglas Castilho, Thársis T. P. Souza, Soong Moon Kang, João Gama, André C. P. L. F. de Carvalho
Dynamic bipartite network model based on structure and preference features
- Regular Paper
Hehe Lv, Guobing Zou, Bofeng Zhang, Shengxiang Hu, Chenyang Zhou, Liangrui Wu
Deep graph clustering via mutual information maximization and mixture model
- Regular Paper
Maedeh Ahmadi, Mehran Safayani, Abdolreza Mirzaei
An approach for fuzzy group decision making and consensus measure with hesitant judgments of experts
- Regular Paper
Chao Huang, Xiaoyue Wu, Mingwei Lin, Zeshui Xu
Adaptive semi-supervised learning from stronger augmentation transformations of discrete text information
- Regular Paper
Xuemiao Zhang, Zhouxing Tan, Fengyu Lu, Rui Yan, Junfei Liu
Argumentation-based multi-agent distributed reasoning in dynamic and open environments
- Regular Paper
Helio Monte-Alto, Mariela Morveli-Espinoza, Cesar Tacla
Enhancing sentiment analysis via fusion of multiple embeddings using attention encoder with LSTM
- Regular Paper
Jitendra Soni, Kirti Mathur
Misclassification-guided loss under the weighted cross-entropy loss framework
- Regular Paper
Yan-Xue Wu, Kai Du, Xian-Jie Wang, Fan Min
A fuzzy rough set-based horse herd optimization algorithm for map reduce framework for customer behavior data
- Regular Paper
D. Sudha, M. Krishnamurthy
Improving Alzheimer’s classification using a modified Borda count voting method on dynamic ensemble classifiers
- Regular Paper
K. P. Muhammed Niyas, Thiyagarajan Paramasivan
C22MP: the marriage of catch22 and the matrix profile creates a fast, efficient and interpretable anomaly detector
- Regular Paper
Sadaf Tafazoli, Yue Lu, Renjie Wu, Thirumalai Vinjamoor Akhil Srinivas, Hannah Dela Cruz, Ryan Mercer, Eamonn Keogh
Robustness verification of k-nearest neighbors by abstract interpretation
- Open Access
- Regular Paper
Nicolò Fassina, Francesco Ranzato, Marco Zanella
Biclustering-based multi-label classification
- Regular Paper
Luiz Rafael Schmitke, Emerson Cabrera Paraiso, Julio Cesar Nievola
CHEKG: a collaborative and hybrid methodology for engineering modular and fair domain-specific knowledge graphs
- Open Access
- Regular Paper
Sotiris Angelis, Efthymia Moraitou, George Caridakis, Konstantinos Kotis
Tuning structure learning algorithms with out-of-sample and resampling strategies
- Open Access
- Regular Paper
Kiattikun Chobtham, Anthony C. Constantinou
Ensemble multi-view feature set partitioning method for effective multi-view learning
- Regular Paper
Ritika Singh, Vipin Kumar
Semantic features analysis for biomedical lexical answer type prediction using ensemble learning approach
- Open Access
- Regular Paper
Fiza Gulzar Hussain, Muhammad Wasim, Sehrish Munawar Cheema, Ivan Miguel Pires
Big data in transportation: a systematic literature analysis and topic classification
- Open Access
- Brief Report
Danai Tzika-Kostopoulou, Eftihia Nathanail, Konstantinos Kokkinos
