Volume 2, Issue 2 - 2026
A Multi-View Ensemble-Based Weakly Supervised Model for Skin Lesion Images Diagnosis in Dermoscopic Images
Qi Han, Hong Zhang, Tengfei Weng, Yuan Tian, Zhong Li, Yadong Lan, Yuhui Lin, Shaoshun Yi, Yutong Wu, Yangjun Pei
2026, 2(2): 13. doi: 10.53941/jmlis.2026.100013
DeFL-VP: Decentralized Federated Learning with Variance Reduction and Differential Privacy
Ruihong Xiu, Rui Liu, Weixu Zhang, Xiaokai Liao, Kouichi Sakurai
2026, 2(2): 12. doi: 10.53941/jmlis.2026.100012
Joint Optimization for Dependency-Aware Computation-Offloading and Cooperative Service-Caching in Edge Computing
Yaoqian Gui, Fei Wang
2026, 2(2): 11. doi: 10.53941/jmlis.2026.100011
Uncertainty-Gated Mixture Modeling for Anomaly Detection in Human-in-the-Loop Vehicle Systems
Tudor Hirtopanu, Zidong Wang, Alan Serrano, Weibo Liu
2026, 2(2): 10. doi: 10.53941/jmlis.2026.100010
DP-SoftShape: Adaptive Differential Privacy via Attention-Guided Sparsification for Time-Series Classification
Baobing Zhang, Wanxin Sui, Maozhen Li
2026, 2(2): 9. doi: 10.53941/jmlis.2026.100009
A Benders Dual Decomposition Approach to Fast-Charging Station Planning Problem
Meilun Song, Bo Zhou, Guo Chen
2026, 2(2): 8. doi: 10.53941/jmlis.2026.100008
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