A conditioned feature reconstruction network for few-shot classification Bin SongHong ZhuYuandong Bi OriginalPaper 21 May 2024
DDTCN: Decomposed dimension time-domain convolutional neural network along spatial dimensions for multiple long-term series forecasting Kaihong ZhengJinfeng WangWenzhong Wang OriginalPaper 21 May 2024
Image classification based on tensor network DenseNet model Chunyang ZhuLei WangHeng Lian OriginalPaper 21 May 2024
Relationship constraint deep metric learning Yanbing ZhangTing XiaoHai Yang OriginalPaper 21 May 2024
Analyzing the robustness of decentralized horizontal and vertical federated learning architectures in a non-IID scenario Pedro Miguel Sánchez SánchezAlberto Huertas CeldránBurkhard Stiller OriginalPaper Open access 21 May 2024
Gesture recognition with a 2D low-resolution embedded camera to minimise intrusion in robot-led training of children with autism spectrum disorder Giovanni ErcolanoSilvia RossiAlessandro Di Nuovo OriginalPaper Open access 20 May 2024
Unsupervised image-to-image translation with multiscale attention generative adversarial network Fasheng WangQing ZhangFuming Sun OriginalPaper 20 May 2024
TransDiff: medical image segmentation method based on Swin Transformer with diffusion probabilistic model Xiaoxiao LiuYan ZhaoJian Wei OriginalPaper 18 May 2024
Quantum mechanics-based deep learning framework considering near-zero variance data Eunseo OhHyunsoo Lee OriginalPaper 17 May 2024
Mitigating selection bias in counterfactual prediction through self-supervised domain embedding learning with virtual samples Qianyang ZhuHeyuan SunBo Yang OriginalPaper 17 May 2024
Multiple stocks recommendation: a spatio-temporal hypergraph learning approach Kong XinLuo ChaoGao Baozhong OriginalPaper 15 May 2024
Importance and challenges of handwriting recognition with the implementation of machine learning techniques: a survey Eddy Sánchez-DelaCruzCecilia-Irene Loeza-Mejía OriginalPaper 15 May 2024
Aspect based sentiment analysis with instruction tuning and external knowledge enhanced dependency graph Xuefeng ShiMin HuSatoshi Nakagawa OriginalPaper 14 May 2024
Implicit relational attention network for few-shot knowledge graph completion Xu-Hua YangQi-Yao LiHai-Xia Long OriginalPaper 14 May 2024
A rehearsal framework for computational efficiency in online continual learning Charalampos DavalasDimitrios MichailKonstantinos Tserpes OriginalPaper Open access 13 May 2024
Graph-based multi agent reinforcement learning for on-ramp merging in mixed traffic Dongwei XuBiao ZhangBaojie Wang OriginalPaper 13 May 2024
Generating probabilistic forecasts from arbitrary point forecasts using a conditional invertible neural network Kaleb PhippsBenedikt HeidrichVeit Hagenmeyer OriginalPaper Open access 13 May 2024
Optimal operation of reverse osmosis desalination process with deep reinforcement learning methods Arash GolabiAbdelkarim ErradiKhaled Shaban OriginalPaper Open access 13 May 2024
2M-NER: contrastive learning for multilingual and multimodal NER with language and modal fusion Dongsheng WangXiaoqin FengChuan Wang OriginalPaper 09 May 2024
Multi-scale iterative domain adaptation for specific emitter identification Jiaxu LiuJiao WangJianqing Li OriginalPaper 09 May 2024
Collaborative learning of supervision and correlation for generalized zero-shot extreme multi-label learning Fei ZhaoRan TaoQing Ai OriginalPaper 09 May 2024
TAE: Topic-aware encoder for large-scale multi-label text classification Shaowei QinHao WuLei Zhang OriginalPaper 09 May 2024
BTD-RF: 3D scene reconstruction using block-term tensor decomposition Seon Bin KimSangwon KimByoung Chul Ko OriginalPaper 09 May 2024
Spatiotemporal smoothing aggregation enhanced multi-scale residual deep graph convolutional networks for skeleton-based gait recognition Guanghai ChenXin ChenYuxing Han OriginalPaper 08 May 2024
An improved normal wiggly hesitant fuzzy FMEA model and its application to risk assessment of electric bus systems Pei ZhangZhenji ZhangDaqing Gong OriginalPaper 08 May 2024
Adaptive controller based on quantum computation and coherent superposition fuzzy rules network with unknown nonlinearities Chidentree Treesatayapun OriginalPaper 08 May 2024
Clustering-based multi-featured self-supervised learning for human activities and video retrieval Muhammad Hafeez JavedZeng YuTianrui Li OriginalPaper 08 May 2024
Study regarding the influence of a student’s personality and an LMS usage profile on learning performance using machine learning techniques Juan Ramón Rico-JuanCristina CacheroHermenegilda Macià OriginalPaper Open access 08 May 2024
Learning spatiotemporal relationships with a unified framework for video object segmentation Jianbiao MeiMengmeng WangYong Liu OriginalPaper 07 May 2024
An evolution strategy with tailor-made mutation operator for colored balanced traveling salesman problem Sebanti MajumderAlok Singh OriginalPaper 07 May 2024
Semantic- and relation-based graph neural network for knowledge graph completion Xinlu LiYujie TianShengwei Ji OriginalPaper 06 May 2024
DePAint: a decentralized safe multi-agent reinforcement learning algorithm considering peak and average constraints Raheeb HassanK.M. Shadman WadithMd. Mosaddek Khan OriginalPaper 06 May 2024
SCATT: Transformer tracking with symmetric cross-attention Jianming ZhangWentao ChenJin Zhang OriginalPaper 04 May 2024
Embedding residuals in graph-based solutions: the E-ResSAGE and E-ResGAT algorithms. A case study in intrusion detection Liyan ChangPaula Branco OriginalPaper 04 May 2024
Privacy-preserving visual analysis: training video obfuscation models without sensitive labels Sander De ConinckWei-Cheng WangPieter Simoens OriginalPaper Open access 04 May 2024
A machine learning approach for package size estimation using UHF RFID interrogation signature Javier Vales-AlonsoPablo López-Matencio OriginalPaper Open access 04 May 2024
Insights into Bitcoin and energy nexus. A Bitcoin price prediction in bull and bear markets using a complex meta model and SQL analytical functions Adela BâraSimona-Vasilica OpreaMirela Panait OriginalPaper Open access 03 May 2024
Multiple remote sensing image encryption scheme based on saliency extraction and magic cube circular motion Chang CaiYu WangJun Mou OriginalPaper 03 May 2024
Task-related network based on meta-learning for few-shot knowledge graph completion Xu-Hua YangDong WeiHai-Xia Long OriginalPaper 03 May 2024
CAAC: An effective reinforcement learning algorithm for sparse reward in automatic control systems Kun LiuLibing WuXuejiang Wei OriginalPaper 03 May 2024
Scene text image super-resolution using multi-scale convolutional neural network with skip connections Rim WalhaAmal Aouini OriginalPaper 03 May 2024
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