IEEE Transactions on Artificial Intelligence, Volume 7, Issue 1, January 2026

1) A Systematic Review on Quantum Machine Learning Applications in Classification

Author(s): Ehsan Mohammadisavadkoohi, Niusha Shafiabady, James Vakilian

Pages: 4 - 21

2) Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence

Author(s): Timothy R. McIntosh, Teo Susnjak, Nalin Arachchilage, Tong Liu, Dan Xu, Paul Watters, Malka N. Halgamuge

Pages: 22 - 39

3) A Review: Recent Advancements in Online Private Mode Multiobject Tracking

Author(s): Shavantrevva Bilakeri, Karunakar A. Kotegar

Pages: 40 - 59

4) A Survey on Deep Learning-Based Chinese Font Style Transfer

Author(s): Zheyong Ren, Yuhan Pan, Jieyan Chen, Lin Zhao, Ming Liao, Xuecheng Qian, Wei Gong

Pages: 60 - 75

5) A Hierarchical Deep Reinforcement Learning Strategy for Collective Pursuit-Evasion Game With Partial Observations

Author(s): Xiaoxiao Wang, Peng Yi, Yiguang Hong

Pages: 76 - 90

6) CORT: Class-Oriented Real-Time Tracking for Embedded Systems

Author(s): Edoardo Cittadini, Alessandro De Siena, Giorgio Buttazzo

Pages: 91 - 102

7) Mitigating Bias in Opportunistic Screening for MACE With Causal Reasoning

Author(s): Jialu Pi, Juan Maria Farina, Chieh-Ju Chao, Chadi Ayoub, Reza Arsanjani, Imon Banerjee

Pages: 103 - 111

8) Evidential Reasoning Rule Learning

Author(s): Zhiguo Zhou, Hui Liu

Pages: 112 - 121

9) Unsupervised Domain Adaptation With Source Data for Estimating Occupancy and Recognizing Activities in Smart Buildings

Author(s): Jawher Dridi, Manar Amayri, Nizar Bouguila

Pages: 122 - 135

10) Derivation of Back-Propagation for Graph Convolutional Networks Using Matrix Calculus and Its Application to Explainable Artificial Intelligence

Author(s): Yen-Che Hsiao, Rongting Yue, Abhishek Dutta

Pages: 136 - 145

11) Role-Based One-Hop Neighborhood Representation for Link Sign Prediction in Signed Directed Networks

Author(s): Zhihong Fang, Shaolin Tan, Qiu Fang, Zhe Li, Qing Gao

Pages: 146 - 156

12) TransHD: Spatial Transformer Features Extraction for HDC Synergetic Learning

Author(s): Eman Hassan, Meriem Bettayeb, Yasmin Halawani, Paul R. Genssler, Huruy Tesfai, Yahya Zweiri, Hussam Amrouch, Leontios J. Hadjileontiadis, Hani Saleh, Baker Mohammad

Pages: 157 - 171

13) An Inversion-Free Fuzzy Zeroing Neural Network Under Adaptive Input Range Fuzzy Scheme: Design, Analysis, and Application

Author(s): Lin Xiao, Dan Wang, Qiuyue Zuo, Haibing Fan, Hang Cai

Pages: 172 - 184

14) Ranking Time-Frequency Contrastive Learning for Multivariate Time Series Classification

Author(s): Jidong Yuan, Lingyin Zhang, Weiqiang Jia, Jia Guo, Haiyang Liu, Jinfeng Wang

Pages: 185 - 194

15) Leveraging Long-Term Multivariate History Representation for Time Series Forecasting

Author(s): Huiliang Zhang, Di Wu, Arnaud Zinflou, Stephane Dellacherie, Mouhamadou Makhtar Dione, Benoit Boulet

Pages: 195 - 209

16) SRLinear: Lightweight Long-Term Time Series Forecasting via Symbolic Regression

Author(s): Hongbo Zhao, Hengzhe Zhang, Chutian Tian, Zhi Wei, Aimin Zhou

Pages: 210 - 224

17) Spatio-Temporal Mamba Dynamic Graph Convolutional Recurrent Network for Traffic Prediction

Author(s): Xiaoyan Zhang, Yongqin Zhang, Xiangfu Meng

Pages: 225 - 238

18) Leveraging Rationality Labels for Explainable Claim Check-Worthiness

Author(s): Megha Sundriyal, Md Shad Akhtar, Tanmoy Chakraborty

Pages: 239 - 249

19) Boosting Time-Series Domain Adaptation via A Time-Frequency Consensus Framework

Author(s): Wenmian Yang, Mohamed Ragab, Min Wu, Sinno Jialin Pan, Guosheng Lin, Weijia Jia, Zhenghua Chen

Pages: 250 - 261

20) Robust Peer-to-Peer Federated Learning With Deep Reinforcement Learning Based Client Selection Against Data Poisoning Attacks

Author(s): Keyvan Kazemi, Mohammad Hossein Badiei, Hamed Kebriaei

Pages: 262 - 271

21) Unveiling the Convergence Dynamics of a Graph Recommender System

Author(s): Adrien Njanko, Danda B. Rawat

Pages: 272 - 284

22) Minimal Neuron Circuits—Part II: Integrators

Author(s): Amr Nabil, T. Nandha Kumar, Haider Abbas F. Almurib

Pages: 285 - 296

23) Nuclei Segmentation Using Multiheaded U-Net and Shearlet-Based Unsharp Masking

Author(s): Shivam Mishra, Amit Vishwakarma, Anil Kumar

Pages: 297 - 307

24) QSVM-QNN: Quantum Support Vector Machine Based Quantum Neural Network Learning Algorithm for Brain–Computer Interfacing Systems

Author(s): Bikash K. Behera, Saif Al-Kuwari, Ahmed Farouk

Pages: 308 - 320

25) Modeling Deep Unfolded Quantum Machine Learning Framework

Author(s): Shanika Iroshi Nanayakkara, Shiva Raj Pokhrel

Pages: 321 - 331

26) COSMIC: A Novel Contextualized Orientation Similarity Metric Incorporating Consistency for NLG Assessment

Author(s): Hadi Al Khansa, Mariette Awad

Pages: 332 - 346

27) IT2-ENFIS: Interval Type-2 Exclusionary Neuro-Fuzzy Inference System, an Attempt Toward Trustworthy Regression Learning

Author(s): Chuan Xue, Jianli Gao, Zhou Gu

Pages: 347 - 361

28) A Novel Multiscale Dynamic Graph Convolutional Network for Traffic Data Cognition

Author(s): Jiyao An, Zhaohui Pu, Qingqin Liu, Lei Zhang, Md Sohel Rana

Pages: 362 - 374

29) Boosting 3-D Point Cloud Registration by Orthogonal Self-Ensemble Learning

Author(s): Mingzhi Yuan, Ao Shen, Yingfan Ma, Jie Du, Qiao Huang, Manning Wang

Pages: 375 - 384

30) MALADY: Multiclass Active Learning With Auction Dynamics on Graphs

Author(s): Gokul Bhusal, Kevin Miller, Ekaterina Merkurjev

Pages: 385 - 398

31) Distributed Generative Model: A Data Synthesizing Framework for Multisource Heterogeneous Data

Author(s): Zuobin Xiong, Wei Li, Yingshu Li, Zhipeng Cai

Pages: 399 - 411

32) ICQ-TransE: LLM-Enhanced Image-Caption-Question Translating Embeddings for Knowledge-Based Visual Question Answering

Author(s): Heng Liu, Boyue Wang, Xiaoyan Li, Yanfeng Sun, Yongli Hu, Baocai Yin

Pages: 412 - 425

33) Causal Disentanglement for Tackling Popularity Bias in Sequential Recommendation

Author(s): An-An Liu, Yadong Zhao, Xin Wen, Rihao Chang, Weizhi Nie

Pages: 426 - 438

34) FG-KD: A Novel Forward Gradient-Based Framework for Teacher Knowledge Augmentation

Author(s): Yang Yang, Chao Wang, Lei Gong, Min Wu, Zhenghua Chen, Xuehai Zhou

Pages: 439 - 454

35) pFedBL: Federated Bayesian Learning With Personalized Prior

Author(s): Xinhui Yu, Arvin Tashakori, Liang Zou, Z. Jane Wang

Pages: 455 - 470

36) Soft Parameter Sharing Model for Cross-Problem Generalization in Vehicle Routing Problems

Author(s): Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei

Pages: 471 - 485

37) Contrastive Learning Based Collaborative Modeling of Heterogeneous Data for Few-Shot Fault Diagnosis

Author(s): Kai Zhong, Hengchang Zhu, Xiaoming Zhang, Darong Huang, Min Han

Pages: 486 - 496

38) Deep Variational Autoencoder-Based Parameter Learning of Bayesian Network With Multiple Latent Variables

Author(s): Xinran Wu, Kun Yue, Liang Duan, Hongbo Xie, Huashuai Liu

Pages: 497 - 511

39) NeuroCrypt: A Neuro Symbolic AI Ecosystem for Advanced Cryptographic Data Security and Transmission

Author(s): Tanish Singh Rajpal, Akshit Naithani

Pages: 512 - 521

40) Using Adversarial Training to Improve Uncertainty Quantification

Author(s): Kuan Huang, Meng Xu, Yingfeng Wang

Pages: 522 - 533

41) DIFF-FECG: A Conditional Diffusion-Based Method for Fetal ECG Extraction From Abdominal ECG

Author(s): Zhenqin Chen, Yiwei Lin, Qiong Luo, Jinshan Xu

Pages: 534 - 546

42) Successive Halving Based Online Ensemble Selection for Concept-Drift Adaptation

Author(s): Jobin Wilson, Santanu Chaudhury, Brejesh Lall

Pages: 547 - 561

43) Deep3BPP: Identification of Blood–Brain Barrier Penetrating Peptides Using Word Embedding Feature Extraction Method and CNN-LSTM

Author(s): Md. Ashikur Rahman, Md. Mamun Ali, Kawsar Ahmed, Imran Mahmud, Francis M. Bui, Li Chen, Mohammad Ali Moni

Pages: 562 - 570

44) Reduction of Class Activation Uncertainty With Background Information

Author(s): H. M. Dipu Kabir

Pages: 571 - 585

45) Exploring Topic Trends in COVID-19 Research Literature Using Nonnegative Matrix Factorization

Author(s): Divya Patel, Vansh Parikh, Om Patel, Agam Shah, Bhaskar Chaudhury

Pages: 586 - 595

46) Event-Triggered Quantization-Based Predefined-Time Adaptive Fuzzy Control for Quadrotor Trajectory Tracking

Author(s): Zhimin Zhou, Lin Zhao

Pages: 596 - 605

47) Retraction Notice: Quantum-Assisted Activation for Supervised Learning in Healthcare-Based Intrusion Detection Systems

Author(s): Nikhil Laxminarayana, Nimish Mishra, Prayag Tiwari, Sahil Garg, Bikash K. Behera, Ahmed Farouk

Pages: 606 - 606