Robust Fisher-regularized extreme learning machine with asymmetric Welsch-induced loss function for classification Zhenxia XueChongning ZhaoShouhe Lin OriginalPaper 05 June 2024 Pages: 7352 - 7376
UnseenSignalTFG: a signal-level expansion method for unseen acoustic data based on transfer learning Xiaoying PanJia SunJie Zhang OriginalPaper 05 June 2024 Pages: 7317 - 7351
Improvement of robust tensor principal component analysis based on generalized nonconvex approach Kaiyu TangYali FanYan Song OriginalPaper 05 June 2024
Modelling flight trajectories with multi-modal generative adversarial imitation learning Christos SpatharisKonstantinos BlekasGeorge A. Vouros OriginalPaper 03 June 2024 Pages: 7118 - 7134
GAN-GA: infrared and visible image fusion generative adversarial network based on global awareness Jiacheng WuGang LiuYao Qian OriginalPaper 03 June 2024 Pages: 7296 - 7316
WalkNAR: A neighborhood rough sets-based attribute reduction approach using random walk Haibo LiWuyang XiongXiaojun Xie OriginalPaper 03 June 2024 Pages: 7099 - 7117
Semi-supervised feature selection based on discernibility matrix and mutual information Wenbin QianLijuan WanWenhao Shu OriginalPaper 03 June 2024 Pages: 7278 - 7295
Nonlinear crossing strategy-based particle swarm optimizations with time-varying acceleration coefficients Keigo WatanabeXiongshi Xu OriginalPaper Open access 03 June 2024 Pages: 7229 - 7277
SGD method for entropy error function with smoothing \(l_0\) regularization for neural networks Trong-Tuan NguyenVan-Dat ThangPhuong T. Nguyen OriginalPaper 03 June 2024 Pages: 7213 - 7228
The error sample feature compensation method for improving the robustness of underwater classification and recognition models Ming HeJinman WangLeibo Shi OriginalPaper 03 June 2024 Pages: 7201 - 7212
Q-learning based on strategic artificial potential field for path planning enabling concealment and cover in ground battlefield environments Jisun LeeYoonho Seo OriginalPaper 03 June 2024 Pages: 7170 - 7200
Multi-task recommendation based on dynamic knowledge graph Minwei WenHongyan MeiXing Zhang OriginalPaper 03 June 2024 Pages: 7151 - 7169
Uncertainty-aware enhanced dark experience replay for continual learning Qiang WangZhong JiZhongfei Zhang OriginalPaper 03 June 2024 Pages: 7135 - 7150
A multimodal attention-fusion convolutional neural network for automatic detection of sleep disorders Weibo WangJunwen LiFang You OriginalPaper 01 June 2024 Pages: 7086 - 7098
Probabilistic spatio-temporal graph convolutional network for traffic forecasting Atkia Akila KarimNaushin Nower OriginalPaper 31 May 2024 Pages: 7070 - 7085
Unveiling hidden factors: explainable AI for feature boosting in speech emotion recognition Alaa NfissiWassim BouachirBrian Mishara OriginalPaper 31 May 2024 Pages: 7046 - 7069
Applied artificial intelligence framework for smart evacuation in industrial disasters Abdullah AlqahtaniShtwai AlsubaiMunish Bhatia OriginalPaper 31 May 2024 Pages: 7030 - 7045
Subgraph representation learning with self-attention and free adversarial training Denggao QinXianghong TangJianguang Lu OriginalPaper 31 May 2024 Pages: 7012 - 7029
Noise cleaning for nonuniform ordinal labels based on inter-class distance Gaoxia JiangFei WangWenjian Wang OriginalPaper 30 May 2024 Pages: 6997 - 7011
A scaled dirichlet-based predictive model for occupancy estimation in smart buildings Jiaxun GuoManar AmayriNizar Bouguila OriginalPaper 30 May 2024 Pages: 6981 - 6996
A segmentation method based on boundary fracture correction for froth scale measurement Yongqi GanWenzhuo LiuGuoying Zhang OriginalPaper 29 May 2024 Pages: 6959 - 6980
Dual-attention-transformer-based semantic reranking for large-scale image localization Yilin XiaoSiliang DuMingwei Sun OriginalPaper 29 May 2024 Pages: 6946 - 6958
DermSegNet: smart IoT model for multi-class dermatological lesion diagnosis using adaptive segmentation and improved EfficientNetB3 Rupali Kiran ShindeMd.Biddut HossainNam Kim OriginalPaper 29 May 2024 Pages: 6930 - 6945
Fitting and sharing multi-task learning Chengkai PiaoJinmao Wei OriginalPaper 28 May 2024 Pages: 6918 - 6929
An ensemble algorithm based on adaptive chaotic quantum-behaved particle swarm optimization with weibull distribution and hunger games search and its financial application in parameter identification Hanqiu YeJianping Dong OriginalPaper 28 May 2024 Pages: 6888 - 6917
A deep reinforcement learning hyper-heuristic to solve order batching problem with mobile robots Bayi ChengLingjun WangMi Zhou OriginalPaper 28 May 2024 Pages: 6865 - 6887
Understanding and improving zero-reference deep curve estimation for low-light image enhancement Jiahao WuDandan ZhanZhi Jin OriginalPaper 28 May 2024 Pages: 6846 - 6864
Semi-supervised sparse subspace clustering with manifold regularization Zhiwei XingJigen PengMengnan Tian OriginalPaper 28 May 2024 Pages: 6836 - 6845
FLCP: federated learning framework with communication-efficient and privacy-preserving Wei YangYuan YangWei Xiang OriginalPaper Open access 27 May 2024 Pages: 6816 - 6835
Optimal transport strategy-based meta-attention network for fault diagnosis of rotating machinery with zero sample Ke WuKaiwei YuYan Liu OriginalPaper 25 May 2024 Pages: 6799 - 6815
Incremental and sequence learning algorithms for weighted regularized extreme learning machines Yuao ZhangYunwei DaiJing Li OriginalPaper 30 April 2024 Pages: 5859 - 5878
Forecasting Model for the Number of Breeding Sows Based on Pig’s Months of Age Transfer and Improved Flower Pollination Algorithm-Back Propagation Neural Network Haohao SongHongyu ZhangJiquan Wang OriginalPaper 30 April 2024 Pages: 5826 - 5858
Deep learning for prediction of energy consumption: an applied use case in an office building Roberto Morcillo-JimenezJesús MesaMaria J. Martin-Bautista OriginalPaper Open access 30 April 2024 Pages: 5813 - 5825
Semi-supervised dehazing network using multiple scattering model and fuzzy image prior Shunmin AnLinling WangLe Wang OriginalPaper 29 April 2024 Pages: 5794 - 5812
Applying social media in emergency response: an attention-based bidirectional deep learning system for location reference recognition in disaster tweets Rani KoshySivasankar Elango OriginalPaper 27 April 2024 Pages: 5768 - 5793
Granular computing based segmentation and textural analysis (GrCSTA) framework for object-based LULC classification of fused remote sensing images Greetta PinheiroSonajharia Minz OriginalPaper 27 April 2024 Pages: 5748 - 5767
A local multi-granularity fuzzy rough set method for multi-attribute decision making based on MOSSO-LSTM and its application in stock market Juncheng BaiBingzhen SunYuqi Guo OriginalPaper 26 April 2024 Pages: 5728 - 5747
OmiQnet: Multiscale feature aggregation convolutional neural network for omnidirectional image assessment Yu FanChunyi Chen OriginalPaper 26 April 2024 Pages: 5711 - 5727
UNSURE - A machine learning approach to cryptocurrency trading Vasileios KochliaridisAnastasia PapadopoulouIoannis Vlahavas OriginalPaper 25 April 2024 Pages: 5688 - 5710
Adaptive data augmentation for mandarin automatic speech recognition Kai DingRuixuan LiBin Deng OriginalPaper 24 April 2024 Pages: 5674 - 5687
Global and edge enhanced transformer for semantic segmentation of remote sensing Hengyou WangXiao LiChangmiao Hu OriginalPaper 24 April 2024 Pages: 5658 - 5673
SSGait: enhancing gait recognition via semi-supervised self-supervised learning Hao XiKai RenChuanping Hu OriginalPaper 24 April 2024 Pages: 5639 - 5657
Solving the uncapacitated facility location problem under uncertainty: a hybrid tabu search with path-relinking simheuristic approach David PeidroXabier A. MartinAngel A. Juan OriginalPaper Open access 24 April 2024 Pages: 5617 - 5638
Improving transfer learning for software cross-project defect prediction Osayande P. OmondiagbeSherlock A. LicorishStephen G. MacDonell OriginalPaper Open access 24 April 2024 Pages: 5593 - 5616
Requirements elicitation and response generation for conversational services Bolin ZhangZhiying TuDianhui Chu OriginalPaper 23 April 2024 Pages: 5576 - 5592
Auto-metric distribution propagation graph neural network with a meta-learning strategy for diagnosis of otosclerosis Jiaoju WangJian SongXuewen Wu OriginalPaper 23 April 2024 Pages: 5558 - 5575
A deep learning workflow enhanced with optical flow fields for flood risk estimation Caetano Mazzoni RanieriThaís Luiza Donega e SouzaJó Ueyama OriginalPaper 22 April 2024 Pages: 5536 - 5557
F-DQN: an optimized DQN for decision-making of generator start-up sequence after blackout Changcheng LiZirui Wu OriginalPaper 22 April 2024 Pages: 5521 - 5535
Transformer based composite network for autonomous driving trajectory prediction on multi-lane highways Omveer SharmaN. C. SahooNiladri B. Puhan OriginalPaper 22 April 2024 Pages: 5486 - 5520
A novel selective ensemble point and interval prediction system for energy futures price: Forming a new multi-objective modeling paradigm Jingyi Wang OriginalPaper 22 April 2024 Pages: 5465 - 5485