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IEEE Transactions on Artificial Intelligence, Volume 5
Volume 5, Number 1, January 2024
- Shaily Kabir
, Christian Wagner
, Zack Ellerby
:
Toward Handling Uncertainty-At-Source in AI - A Review and Next Steps for Interval Regression. 3-22 - Chenxi Sun
, Moxian Song, Derun Cai, Baofeng Zhang, Shenda Hong
, Hongyan Li
:
A Systematic Review of Echo State Networks From Design to Application. 23-37 - Ryan Benkert
, Mohit Prabhushankar
, Ghassan AlRegib
, Armin Pacharmi, Enrique Corona:
Gaussian Switch Sampling: A Second-Order Approach to Active Learning. 38-50 - Branko Ristic
, Alessio Benavoli
, Sanjeev Arulampalam:
Credal Valuation Networks for Machine Reasoning Under Uncertainty. 51-60 - Xuesong Wang
, Diyuan Hou
, Longyang Huang
, Yuhu Cheng
:
Offline-Online Actor-Critic. 61-69 - Chunjie Wang
, Dawei Dai
, Shuyin Xia
, Yingge Liu
, Guoyin Wang
:
One-Stage Deep Edge Detection Based on Dense-Scale Feature Fusion and Pixel-Level Imbalance Learning. 70-79 - Eirini Troullinou
, Grigorios Tsagkatakis
, Attila Losonczy, Panayiota Poirazi
, Panagiotis Tsakalides
:
A Generative Neighborhood-Based Deep Autoencoder for Robust Imbalanced Classification. 80-91 - Botao Jiao
, Yinan Guo
, Cuie Yang
, Jiayang Pu, Zhiji Zheng, Dunwei Gong
:
Incremental Weighted Ensemble for Data Streams With Concept Drift. 92-103 - Zhijie Lin
, Zhaoshui He
, Ruoyu Yao, Xu Wang
, Taiheng Liu
, Yamei Deng
, Shengli Xie
:
Deep Dual Attention Network for Precise Diagnosis of COVID-19 From Chest CT Images. 104-114 - Rahul Mondal
, Tandra Pal
, Prasenjit Dey
:
A Hybrid Regularized Multilayer Perceptron for Input Noise Immunity. 115-126 - Xian Tao
, Shaohua Yan
, Xinyi Gong
, Chandranath Adak
:
Learning Multiresolution Features for Unsupervised Anomaly Localization on Industrial Textured Surfaces. 127-139 - Li Yuan
, Jin Wang
, Liang-Chih Yu
, Xuejie Zhang
:
Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis. 140-153 - Si-chao Lei
, Xiaolin Xiao
, Yue-Jiao Gong
, Yun Li
, Jun Zhang
:
Tensorial Evolutionary Computation for Spatial Optimization Problems. 154-166 - Abu Md Niamul Taufique
, Chowdhury Sadman Jahan
, Andreas E. Savakis
:
Continual Unsupervised Domain Adaptation in Data-Constrained Environments. 167-178 - Nancy Mehta
, Subrahmanyam Murala
:
Image Super-Resolution With Content-Aware Feature Processing. 179-191 - Chen Li
, Antonios Tsourdos
, Weisi Guo
:
A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law. 192-204 - Yu Guo
, Yuxu Lu
, Ryan Wen Liu
, Fenghua Zhu
:
Blind Image Despeckling Using a Multiscale Attention-Guided Neural Network. 205-216 - Xiaochen Tang
, Pedro Reviriego
, Wei Tang
, David G. M. Mitchell
, Fabrizio Lombardi
, Shanshan Liu
:
Joint Learning and Channel Coding for Error-Tolerant IoT Systems Based on Machine Learning. 217-228 - Weihua Xu
, Ziting Yuan, Zheng Liu:
Feature Selection for Unbalanced Distribution Hybrid Data Based on ${k}$-Nearest Neighborhood Rough Set. 229-243 - Xiangkun He
, Chen Lv
:
Robotic Control in Adversarial and Sparse Reward Environments: A Robust Goal-Conditioned Reinforcement Learning Approach. 244-253 - Jiecheng Cao
, Chongben Tao
, Zufeng Zhang, Zhen Gao
, Xizhao Luo
, Sifa Zheng
, Yuan Zhu
:
Accelerating Point-Voxel Representation of 3-D Object Detection for Automatic Driving. 254-266 - Peihua Mai
, Yan Pang
:
Privacy-Preserving Multiview Matrix Factorization for Recommender Systems. 267-277 - Wenyu Zhao
, Dong Zhou
, Buqing Cao
, Kai Zhang
, Jinjun Chen
:
Adversarial Modality Alignment Network for Cross-Modal Molecule Retrieval. 278-289 - Inder Preet
, Oisín Boydell
, Deepu John
:
Class-Separation Preserving Pruning for Deep Neural Networks. 290-299 - Vikram S. Chundawat
, Ayush K. Tarun
, Murari Mandal
, Mukund Lahoti
, Pratik Narang
:
A Universal Metric for Robust Evaluation of Synthetic Tabular Data. 300-309 - Md Anisur Rahman
, Li-Minn Ang
, Kah Phooi Seng
:
An Automated Identification Approach for Partial Discharge Detection Using Density-Based Clustering Without User Inputs. 310-320 - Yucheng Wang, Min Wu
, Xiaoli Li
, Lihua Xie
, Zhenghua Chen
:
Multivariate Time-Series Representation Learning via Hierarchical Correlation Pooling Boosted Graph Neural Network. 321-333 - Yalin Wang
, Qingkai Sui
, Chenliang Liu
, Kai Wang
, Xiaofeng Yuan
, Guangfeng Dong:
Interpretable Prediction Modeling for Froth Flotation via Stacked Graph Convolutional Network. 334-345 - Omar Shindi
, Qi Yu
, Parth Girdhar
, Daoyi Dong
:
Model-Free Quantum Gate Design and Calibration Using Deep Reinforcement Learning. 346-357 - Zhiqiang Li
, Yang Liu
, Hui Ma
, Hongyi Li
:
Learning-Observer-Based Adaptive Tracking Control of Multiagent Systems Using Compensation Mechanism. 358-369 - Qi Feng
, Debiao He
, Jian Shen
, Min Luo
, Kim-Kwang Raymond Choo
:
PpNNT: Multiparty Privacy-Preserving Neural Network Training System. 370-383 - Xiaochang Hu
, Xin Xu
, Yujun Zeng
, Xihong Yang:
Patch-Mixing Contrastive Regularization for Few-Label Semi-Supervised Learning. 384-397 - Honggui Han
, Xiaoye Fan, Fangyu Li
:
Prototype Enhancement-Based Incremental Evolution Learning for Urban Garbage Classification. 398-411 - Huipeng Zhou
, Yajie Wang
, Yu-an Tan
, Shangbo Wu
, Yuhang Zhao
, Quanxin Zhang
, Yuanzhang Li
:
Crafting Transferable Adversarial Examples Against Face Recognition via Gradient Eroding. 412-419 - Steven Jorgensen
, John T. Holodnak
, Jensen Dempsey
, Karla de Souza
, Ananditha Raghunath, Vernon Rivet
, Noah Demoes, Andrés Alejos, Allan B. Wollaber
:
Extensible Machine Learning for Encrypted Network Traffic Application Labeling via Uncertainty Quantification. 420-433 - Andres Erazo
, Seok-Bum Ko
:
A Long Short-Term Memory-Based Interconnected Architecture for Classification of Grasp Types Using Surface-Electromyography Signals. 434-445 - Amirhossein Hajavi
, Ali Etemad
:
Audio Representation Learning by Distilling Video as Privileged Information. 446-456
Volume 5, Number 2, February 2024
- Wenhao Hu, Yingying Liu
, Xuanyu Chen
, Wenhao Chai, Hangyue Chen
, Hongwei Wang
, Gaoang Wang
:
Deep Learning Methods for Small Molecule Drug Discovery: A Survey. 459-479 - Ali A. Alnoman
:
How Artificial Intelligence Helped the Humanity During the COVID-19 Pandemic: A Review. 480-489 - Shreyas J. Upasane
, Hani Hagras
, Mohammad Hossein Anisi
, Stuart Savill, Ian Taylor, Kostas Manousakis:
A Type-2 Fuzzy-Based Explainable AI System for Predictive Maintenance Within the Water Pumping Industry. 490-504 - Naiqi Li
, Zhikang Xia, Yiming Li
, Ercan E. Kuruoglu
, Yong Jiang
, Shu-Tao Xia
:
Portfolio Selection via Graph-Aware Gaussian Processes With Generalized Gaussian Likelihood. 505-515 - Qirui Hua
, Martin H. Nielsen
, Zeliang An
, Jian Ren
, Rafal Wisniewski
, SØren Vedding Kold, Ole Rahbek
, Ming Shen
:
Lab to Multiscene Generalization for Non-Line-of-Sight Identification With Small-Scale Datasets. 516-529 - Liang Huang
, Senjie Liang
, Feiyang Ye
, Nan Gao
:
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices. 530-540 - C. Nandhini
, M. Brindha
:
Hierarchical Patch Selection: An Improved Patch Sampling for No Reference Image Quality Assessment. 541-555 - Rajath C. Aralikatti
, S. J. Pawan
, Jeny Rajan
:
A Dual-Stage Semi-Supervised Pre-Training Approach for Medical Image Segmentation. 556-565 - Sachini Piyoni Ekanayake
, Daphney-Stavroula Zois
:
Datum-Wise Inference in Structured Environments. 566-577 - Honggui Han
, Meiting Sun, Fangyu Li
:
Online Aware Synapse Weighted Autoencoder for Recovering Random Missing Data in Wastewater Treatment Process. 578-589 - Junmin Liu
, Yicheng Wang
, Jing Ma, Di Han
, Yifan Huang:
Constrained Nonnegative Matrix Factorization Based on Label Propagation for Data Representation. 590-601 - Elijah D. Bolluyt
, Cristina Comaniciu
:
Pseudoinvertible Neural Networks. 602-612 - Wei-Jong Yang
, Wan-Nung Tsung
, Pau-Choo Chung
:
Video-Based Depth Estimation Autoencoder With Weighted Temporal Feature and Spatial Edge Guided Modules. 613-623 - Shiwen Ni
, Hung-Yu Kao
:
Masked Siamese Prompt Tuning for Few-Shot Natural Language Understanding. 624-633 - Joshua D. Ellis
, Razib Iqbal
, Keiichi Yoshimatsu
:
Deep Q-Learning-Based Molecular Graph Generation for Chemical Structure Prediction From Infrared Spectra. 634-646 - Jiao Tian
, Pei-Wei Tsai, Kai Zhang
, Xinyi Cai, Hongwang Xiao, Ke Yu
, Wenyu Zhao
, Jinjun Chen
:
Synergetic Focal Loss for Imbalanced Classification in Federated XGBoost. 647-660 - Lingquan Zeng
, Zhiqiang Ge
:
Pyramid Dynamic Bayesian Networks for Key Performance Indicator Prediction in Long Time-Delay Industrial Processes. 661-671 - Priyesh Ranjan
, Pritam Khan
, Sudhir Kumar
, Sajal K. Das
:
$\log$-Sigmoid Activation-Based Long Short-Term Memory for Time-Series Data Classification. 672-683 - Sizhe Chen
, Zhehao Huang
, Qinghua Tao
, Xiaolin Huang
:
Query Attack by Multi-Identity Surrogates. 684-697 - H. Pallab Jyoti Dutta
, Manas Kamal Bhuyan
, Debanga Raj Neog
, Karl F. MacDorman
, Rabul Hussain Laskar
:
A Hand Gesture-Operated System for Rehabilitation Using an End-to-End Detection Framework. 698-708 - Yingchao Huang
, Abdul Bais
, Amina E. Hussein
:
Pseudo-shot Learning for Soil Classification With Laser-Induced Breakdown Spectroscopy. 709-723 - Jiusheng Chen
, Chengyuan Fang
, Xiaoyu Zhang
, Jun Wu
, Runxia Guo
:
A Radial Basis Function-Based Graph Attention Network With Squeeze Loss Optimization for Link Prediction. 724-736 - Chuanyan Zhou
, Jie Ma
, Fan Li
, Yongming Li, Pin Wang
:
Neighboring Envelope Embedded Stacked Autoencoder for Deep Learning on Hierarchically Structured Samples. 737-750 - Yongxin Kang
, Enmin Zhao, Yifan Zang, Lijuan Li
, Kai Li
, Pin Tao, Junliang Xing
:
Sample Efficient Reinforcement Learning Using Graph-Based Memory Reconstruction. 751-762 - Wenting Qi
, Charalampos Chelmis
:
Noisy Label Detection and Counterfactual Correction. 763-775 - Debasmit Roy
, Rishav Pramanik
, Ram Sarkar
:
Margin-Aware Adaptive-Weighted-Loss for Deep Learning Based Imbalanced Data Classification. 776-785 - Syed Aamir Ali Shah
, Abdul Bais
, Lei Zhang
:
Optimization of Patient Specific Stimulus for Deep Brain Stimulation Using Spatially Distributed Neural Sources. 786-800 - Tao Jiang, Xiaojie Su
, Jiangshuai Huang
, Zhenshan Bing
, Alois Knoll
:
Performance-Driven Safe Bayesian Optimization for Intelligent Tuning of High-Order Cascade Systems. 801-813 - Wenjian Luo
, Licai Zhang, Yulin Wu
, Chuanyi Liu, Peiyi Han
, Rongfei Zhuang:
Capacity Abuse Attack of Deep Learning Models Without Need of Label Encodings. 814-826 - Amitangshu Mukherjee
, Isha Garg
, Kaushik Roy
:
Encoding Hierarchical Information in Neural Networks Helps in Subpopulation Shift. 827-838 - Md. Moniruzzaman
, Abdulsalam Yassine
, Rachid Benlamri:
Blockchain and Federated Reinforcement Learning for Vehicle-to-Everything Energy Trading in Smart Grids. 839-853 - Wenzhe Guo
, Mohammed E. Fouda
, Ahmed M. Eltawil
, Khaled Nabil Salama
:
Supervised Local Training With Backward Links for Deep Neural Networks. 854-867 - Ziqiang He, Shaohua Wan
, Marco Zappatore
, Hu Lu
:
A Similarity Matrix Low-Rank Approximation and Inconsistency Separation Fusion Approach for Multiview Clustering. 868-881 - Shujin Qin
, Shancheng Zhang
, Jiacun Wang
, Shixin Liu
, Xiwang Guo
, Liang Qi
:
Multiobjective Multiverse Optimizer for Multirobotic U-Shaped Disassembly Line Balancing Problems. 882-894 - Leyao Wang, Prayag Tiwari
, Yijie Ding
, Fei Guo
:
Weighted Fuzzy System for Identifying DNA N4-Methylcytosine Sites With Kernel Entropy Component Analysis. 895-903 - Sinnu Susan Thomas
, Guillaume Lamine, Jacopo Palandri, Mohsen Lakehal-Ayat, Punarjay Chakravarty, Friedrich Wolf-Monheim
, Matthew B. Blaschko
:
Mitigating Bias in Bayesian Optimized Data While Designing MacPherson Suspension Architecture. 904-915 - Hongjing Liang
, Zhenyu Chang
, Yingnan Pan
:
Dual-Event-Triggered Intelligence Security Control for Multiagent Systems Against DoS Attacks With Applications in Mobile Robot Systems. 916-924 - Yuwei Sun
, Hideya Ochiai
, Jun Sakuma
:
Attacking-Distance-Aware Attack: Semi-targeted Model Poisoning on Federated Learning. 925-939 - Ashish Verma
, Debashis Sen
:
Generative Augmentation-Driven Prediction of Diverse Visual Scanpaths in Images. 940-955 - Thomas Truong
, Svetlana N. Yanushkevich
:
Visual Relationship Detection for Workplace Safety Applications. 956-961
Volume 5, Number 3, March 2024
- Francesco Piccialli
, Maziar Raissi
, Felipe A. C. Viana
, Giancarlo Fortino
, Huimin Lu
, Amir Hussain
:
Guest Editorial: Special Issue on Physics-Informed Machine Learning. 964-966 - Quercus Hernández
, Alberto Badías, Francisco Chinesta
, Elías Cueto
:
Thermodynamics-Informed Graph Neural Networks. 967-976 - Nikhil Laxminarayana, Nimish Mishra
, Prayag Tiwari
, Sahil Garg
, Bikash K. Behera
, Ahmed Farouk:
Quantum-Assisted Activation for Supervised Learning in Healthcare-Based Intrusion Detection Systems. 977-984 - Jian Cheng Wong
, Chin Chun Ooi
, Abhishek Gupta
, Yew-Soon Ong
:
Learning in Sinusoidal Spaces With Physics-Informed Neural Networks. 985-1000 - Luis Fernando Nazari
, Eduardo Camponogara
, Laio Oriel Seman
:
Physics-Informed Neural Networks for Modeling Water Flows in a River Channel. 1001-1015 - Enrico Schiassi
, Andrea D'Ambrosio
, Roberto Furfaro
:
Bellman Neural Networks for the Class of Optimal Control Problems With Integral Quadratic Cost. 1016-1025 - João Lucas de Sousa Almeida, Arthur Cancellieri Pires
, Klaus Feine Vaz Cid
, Alberto Costa Nogueira Junior
:
Nonintrusive Operator Inference for Chaotic Systems. 1026-1039 - Lingling Fang
, Xin Wang:
Ultrasound COVID-19 Classification Based on the Novel Module-Based Dual-Path Network. 1040-1051 - Shunli Zhang
, Laurence T. Yang
, Yue Zhang
, Zhixing Lu
, Zongmin Cui
:
Tensor-Based Forward-Backward Algorithms in the Physics-Informed Coupled Hidden Markov Model. 1052-1066 - Baixue Xing
, Hongliang Liu
, Xiao Tang, Long Shi:
Neural Network Methods Based on Efficient Optimization Algorithms for Solving Impulsive Differential Equations. 1067-1076 - Srikanth Jannu
, Suresh Dara
, Chaitanya Thuppari
, Ankit Vidyarthi
, Debjani Ghosh
, Prayag Tiwari
, Ghulam Muhammad
:
Energy Efficient Quantum-Informed Ant Colony Optimization Algorithms for Industrial Internet of Things. 1077-1086 - Haixu Yu
, Xudong Zhao
:
Deep Reinforcement Learning With Reward Design for Quantum Control. 1087-1101 - Mahindra Rautela
, J. Senthilnath
, Armin Huber
, S. Gopalakrishnan
:
Toward Deep Generation of Guided Wave Representations for Composite Materials. 1102-1109 - Hong Zhang
, Wenjun Zhao
:
A Memory-Efficient Neural Ordinary Differential Equation Framework Based on High-Level Adjoint Differentiation. 1110-1120 - Wenting Li
, Deepjyoti Deka
, Ren Wang
, Mario Roberto Arrieta Paternina
:
Physics-Constrained Adversarial Training for Neural Networks in Stochastic Power Grids. 1121-1131 - Rayhaan Iqbal
, Amir Behjat
, Revant Adlakha
, Jesse Callanan, Mostafa Nouh
, Souma Chowdhury
:
Auto-Differentiable Transfer Mapping Architecture for Physics-Infused Learning of Acoustic Field. 1132-1146 - Junchang Huang
, Weifeng Zeng
, Hao Xiong
, Bernd R. Noack
, Gang Hu
, Shugao Liu
, Yuchen Xu
, Huanhui Cao:
Symmetry-Informed Reinforcement Learning and its Application to Low-Level Attitude Control of Quadrotors. 1147-1161 - Shahin Boluki
, Siamak Zamani Dadaneh
, Edward R. Dougherty, Xiaoning Qian
:
Bayesian Proper Orthogonal Decomposition for Learnable Reduced-Order Models With Uncertainty Quantification. 1162-1173 - Michal Moran
, Goren Gordon
:
Deep Curious Feature Selection: A Recurrent, Intrinsic-Reward Reinforcement Learning Approach to Feature Selection. 1174-1184 - Emadeldeen Eldele
, Mohamed Ragab
, Zhenghua Chen
, Min Wu
, Chee Keong Kwoh
, Xiaoli Li
:
Contrastive Domain Adaptation for Time-Series Via Temporal Mixup. 1185-1194 - Guilherme Dean Pelegrina
, Leonardo Tomazeli Duarte
:
A Novel Approach for Fair Principal Component Analysis Based on Eigendecomposition. 1195-1206 - Yingcong Lu, Yipeng Liu
, Zhen Long
, Zhangxin Chen
, Ce Zhu
:
O-Minus Decomposition for Multiview Tensor Subspace Clustering. 1207-1220 - Zizhu Fan
, Yijing Huang
, Chao Xi
, Qiang Liu
:
Multiview Adaptive K-Nearest Neighbor Classification. 1221-1234 - Jun-Wei Hsieh
, Cheng-Han Chou
, Ming-Ching Chang
, Ping-Yang Chen
, Santanu Santra
, Chih-Sheng Huang
:
Mean-Shift Based Differentiable Architecture Search. 1235-1246 - Jinyu Chen
, Xiaodan Shi
, Haoran Zhang
, Wenjing Li
, Peiran Li
, Yuhao Yao
, Xuan Song, Ryosuke Shibasaki
:
Mutual Adaptation: Learning From Prototype for Time-Series Prediction. 1247-1262 - Jiang Zhao
, Yibo Wang
, Zhihao Cai, Ningjun Liu, Kun Wu
, Yingxun Wang:
Learning Visual Representation for Autonomous Drone Navigation via a Contrastive World Model. 1263-1276 - Apoorva Singh
, Siddarth Chandrasekar
, Tanmay Sen
, Sriparna Saha
:
Federated Multitask Learning for Complaint Identification Using Graph Attention Network. 1277-1286 - Abdulrahman Takiddin
, Muhammad Ismail
, Rachad Atat
, Katherine R. Davis
, Erchin Serpedin
:
Robust Graph Autoencoder-Based Detection of False Data Injection Attacks Against Data Poisoning in Smart Grids. 1287-1301 - Haozhe Chen
, Jie Zhang
, Kejiang Chen
, Weiming Zhang
, Nenghai Yu
:
Model Access Control Based on Hidden Adversarial Examples for Automatic Speech Recognition. 1302-1315 - Han Wang
, Dan Jiang, Haixian Zhang
, Yujue Wang
, Li Yang
, David J. Kerr
, Yi Zhang
:
An Explainable Coarse-to-Fine Survival Analysis Method on Multi-Center Whole Slide Images. 1316-1327 - Zhengle Zhang
, Tiedong Ma
, Xiaojie Su
, Xiaoyu Ma
:
Impulsive Consensus of One-Sided Lipschitz Multi-Agent Systems With Deception Attacks and Stochastic Perturbation. 1328-1338 - Shivani Kumar
, Shubham Dudeja
, Md. Shad Akhtar
, Tanmoy Chakraborty
:
Emotion Flip Reasoning in Multiparty Conversations. 1339-1348 - Yazhou Zhang
, Yang Yu
, Dongming Zhao
, Zuhe Li
, Bo Wang
, Yuexian Hou
, Prayag Tiwari
, Jing Qin
:
Learning Multitask Commonness and Uniqueness for Multimodal Sarcasm Detection and Sentiment Analysis in Conversation. 1349-1361 - Chetan Ralekar
, Shubham Choudhary
, Tapan Kumar Gandhi
, Santanu Chaudhury:
Development of Character Recognition Model Inspired by Visual Explanations. 1362-1372 - Shreyash Mishra
, Rakesh Kumar Sanodiya
:
A Novel Angular-Based Unsupervised Domain Adaptation Framework for Image Classification. 1373-1385 - Saeed Vahidian
, Mahdi Morafah
, Chen Chen, Mubarak Shah
, Bill Lin
:
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks. 1386-1397 - Liang Zou
, Jiahui Qiao
, Xinhui Yu
, Xun Chen
, Meng Lei
:
Intelligent Proximate Analysis of Coal Based on Near-Infrared Spectroscopy and Multioutput Deep Learning. 1398-1410 - Yuhong Zhang
, Congmei Shi
, Xinzheng Li
, Zan Zhang
, Xuegang Hu
:
Multicomponent Similarity Graphs for Cross-Network Node Classification. 1411-1424