IEEE Transactions on Artificial Intelligence, Volume 6, Issue 5, May 2025

1) A Comparative Review of Deep Learning Techniques on the Classification of Irony and Sarcasm in Text

Author(s): Leonidas Boutsikaris, Spyros Polykalas

Pages: 1052 - 1066

2) Approaching Principles of XAI: A Systematization

Author(s): Raphael Ronge, Bernhard Bauer, Benjamin Rathgeber

Pages: 1067 - 1079

3) Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy

Author(s): Weijian Mai, Jian Zhang, Pengfei Fang, Zhijun Zhang

Pages: 1080 - 1099

4) Analysis of An Intellectual Mechanism of a Novel Crop Recommendation System Using Improved Heuristic Algorithm-Based Attention and Cascaded Deep Learning Network

Author(s): Yaganteeswarudu Akkem, Saroj Kumar Biswas

Pages: 1100 - 1113

5) Improving String Stability in Cooperative Adaptive Cruise Control Through Multiagent Reinforcement Learning With Potential-Driven Motivation

Author(s): Kun Jiang, Min Hua, Xu He, Lu Dong, Quan Zhou, Hongming Xu, Changyin Sun

Pages: 1114 - 1127

6) A Quantum Multimodal Neural Network Model for Sentiment Analysis on Quantum Circuits

Author(s): Jin Zheng, Qing Gao, Daoyi Dong, Jinhu Lü, Yue Deng

Pages: 1128 - 1142

7) Decoupling Dark Knowledge via Block-Wise Logit Distillation for Feature-Level Alignment

Author(s): Chengting Yu, Fengzhao Zhang, Ruizhe Chen, Aili Wang, Zuozhu Liu, Shurun Tan, Er-Ping Li

Pages: 1143 - 1155

8) CauseTerML: Causal Learning via Term Mining for Assessing Review Discrepancies

Author(s): Wenjie Sun, Chengke Wu, Qinge Xiao, Junjie Jiang, Yuanjun Guo, Ying Bi, Xinyu Wu, Zhile Yang

Pages: 1156 - 1170

9) Unsupervised Learning of Unbiased Visual Representations

Author(s): Carlo Alberto Barbano, Enzo Tartaglione, Marco Grangetto

Pages: 1171 - 1183

10) Herb-Target Interaction Prediction by Multiinstance Learning

Author(s): Yongzheng Zhu, Liangrui Ren, Rong Sun, Jun Wang, Guoxian Yu

Pages: 1184 - 1193

11) Periodic Hamiltonian Neural Networks

Author(s): Zi-Yu Khoo, Dawen Wu, Jonathan Sze Choong Low, Stéphane Bressan

Pages: 1194 - 1202

12) Unsigned Road Incidents Detection Using Improved RESNET From Driver-View Images

Author(s): Changping Li, Bingshu Wang, Jiangbin Zheng, Yongjun Zhang, C.L. Philip Chen

Pages: 1203 - 1216

13) Deep Reinforcement Learning Data Collection for Bayesian Inference of Hidden Markov Models

Author(s): Mohammad Alali, Mahdi Imani

Pages: 1217 - 1232

14) NVMS-Net: A Novel Constrained Noise-View Multiscale Network for Detecting General Image Processing Based Manipulations

Author(s): Gurinder Singh, Kapil Rana, Puneet Goyal, Sathish Kumar

Pages: 1233 - 1247

15) Improved Supervised Machine Learning for Predicting Auto Insurance Purchase Patterns

Author(s): Mourad Nachaoui, Fatma Manlaikhaf, Soufiane Lyaqini

Pages: 1248 - 1258

16) An Intelligent Chatbot Assistant for Comprehensive Troubleshooting Guidelines and Knowledge Repository in Printed Circuit Board Production

Author(s): Supparesk Rittikulsittichai, Thitirat Siriborvornratanakul

Pages: 1259 - 1268

17) Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic

Author(s): Xiao-Cheng Liao, Xiao-Min Hu, Xiang-Ling Chen, Yi Mei, Ya-Hui Jia, Wei-Neng Chen

Pages: 1269 - 1283

18) Multilabel Black-Box Adversarial Attacks Only With Predicted Labels

Author(s): Linghao Kong, Wenjian Luo, Zipeng Ye, Qi Zhou, Yan Jia

Pages: 1284 - 1297

19) VODACBD: Vehicle Object Detection Based on Adaptive Convolution and Bifurcation Decoupling

Author(s): Yunfei Yin, Zheng Yuan, Yu He, Xianjian Bao

Pages: 1298 - 1308

20) Seeking Secure Synchronous Tracking of Networked Agent Systems Subject to Antagonistic Interactions and Denial-of-Service Attacks

Author(s): Weihao Li, Lei Shi, Mengji Shi, Jiangfeng Yue, Boxian Lin, Kaiyu Qin

Pages: 1309 - 1320

21) Revisiting LARS for Large Batch Training Generalization of Neural Networks

Author(s): Khoi Do, Minh-Duong Nguyen, Nguyen Tien Hoa, Long Tran-Thanh, Nguyen H. Tran, Quoc-Viet Pham

Pages: 1321 - 1333

22) A Stratified Seed Selection Algorithm for K-Means Clustering on Big Data

Author(s): Namita Bajpai, Jiaul H. Paik, Sudeshna Sarkar

Pages: 1334 - 1344

23) Visual–Semantic Fuzzy Interaction Network for Zero-Shot Learning

Author(s): Xuemeng Hui, Zhunga Liu, Jiaxiang Liu, Zuowei Zhang, Longfei Wang

Pages: 1345 - 1359

24) Weakly Correlated Multimodal Domain Adaptation for Pattern Classification

Author(s): Shuyue Wang, Zhunga Liu, Zuowei Zhang, Mohammed Bennamoun

Pages: 1360 - 1372

25) Prompt Customization for Continual Learning

Author(s): Yong Dai, Xiaopeng Hong, Yabin Wang, Zhiheng Ma, Dongmei Jiang, Yaowei Wang

Pages: 1373 - 1385

26) Monocular 3-D Reconstruction of Blast Furnace Burden Surface Based on Cross-Domain Generative Self-Supervised Network

Author(s): Zhipeng Chen, Xinyi Wang, Ling Shen, Jinshi Liu, Jianjun He, Jilin Zhu, Weihua Gui

Pages: 1386 - 1400

27) Energy-Efficient Hybrid Impulsive Model for Joint Classification and Segmentation on CT Images

Author(s): Bin Hu, Zhi-Hong Guan, Guanrong Chen, Jürgen Kurths

Pages: 1401 - 1413

28) Deep Temporally Recursive Differencing Network for Anomaly Detection in Videos

Author(s): Gargi V. Pillai, Debashis Sen

Pages: 1414 - 1428

29) A Hierarchical Cross-Modal Spatial Fusion Network for Multimodal Emotion Recognition

Author(s): Ming Xu, Tuo Shi, Hao Zhang, Zeyi Liu, Xiao He

Pages: 1429 - 1438

30) On the Role of Priors in Bayesian Causal Learning

Author(s): Bernhard C. Geiger, Roman Kern

Pages: 1439 - 1445