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Pedrycz, Witold

  1. A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks
    2023/06/11 by Saidul Islam, Hanae Elmekki, Islam, Saidul +11 · 27 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem
    2021/07/15 by Bingjie Li, Li, Bingjie, Guohua Wu +7 · 5 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Optimization and Packing Problems #Vehicle Routing Optimization Methods
  3. DL-DRL: A double-level deep reinforcement learning approach for large-scale task scheduling of multi-UAV
    2022/08/04 by Xiao Mao, Mao, Xiao, Mingfeng Fan +4 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
  4. An Autonomous Path Planning Method for Unmanned Aerial Vehicle based on A Tangent Intersection and Target Guidance Strategy
    2020/06/07 by Huan Liu, Xiamiao Li, Liu, Huan +9 · 3 citations
    Computer Science · Engineering · #Robotic Path Planning Algorithms #Guidance and Control Systems #Robotics and Sensor-Based Localization
  5. Key Points Estimation and Point Instance Segmentation Approach for Lane Detection
    2020/02/16 by Yeongmin Ko, Ko, Yeongmin, Younkwan Lee +9 · 3 citations
    Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #electronic engineering #information engineering
  6. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation
    2022/09/05 by Nan Yang, Javier Del Ser, Nan, Yang +17 · 3 citations
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  7. Ensemble Reinforcement Learning: A Survey
    2023/03/05 by Yanjie Song, Song, Yanjie, Ponnuthurai Nagaratnam Suganthan +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  8. Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities
    2023/08/25 by Yanjie Song, Yutong Wu, Song, Yanjie +16 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
  9. Aggregation of Classifiers: A Justifiable Information Granularity Approach
    2017/03/15 by Nguyen, Tien Thanh, Pham, Xuan Cuong, Liew, Alan Wee-Chung +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Service Level Agreements and Security SLA: A Comprehensive Survey
    2024/01/31 by Nicolazzo, Serena, Nocera, Antonino, Pedrycz, Witold · 2 citations
    #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  11. Exploring Thermal Images for Object Detection in Underexposure Regions for Autonomous Driving
    2020/06/01 by Farzeen Munir, Munir, Farzeen, Shoaib Azam +9 · 1 citation
    Medicine · Engineering · #Infrared Thermography in Medicine #Infrared Target Detection Methodologies #Thermography and Photoacoustic Techniques
  12. Kullback-Leibler Divergence-Based Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frames for Image Segmentation
    2020/02/21 by Cong Wang, Witold Pedrycz, Wang, Cong +5 · 1 citation
    Computer Science · Engineering · #62H30 #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.6 #Medical Image Segmentation Techniques #Remote-Sensing Image Classification
  13. Logistics in the Sky: A Two-phase Optimization Approach for the Drone Package Pickup and Delivery System
    2022/04/04 by Fangyu Hong, Hong, Fangyu, Guohua Wu +8 · 1 citation
    Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #Transportation and Mobility Innovations #UAV Applications and Optimization #Vehicle Routing Optimization Methods #electronic engineering #information engineering
  14. Heterogeneous Graph Neural Networks using Self-supervised Reciprocally Contrastive Learning
    2022/04/30 by Cuiying Huo, Huo, Cuiying, He, Dongxiao +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
  15. Exploring Contextual Representation and Multi-Modality for End-to-End Autonomous Driving
    2022/10/13 by Azam, Shoaib, Munir, Farzeen, Kyrki, Ville +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  16. Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network
    2021/12/23 by Jun Wan, Hui Xi, Wan, Jun +11 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Nerve Paralysis Treatment and Research #Facial Rejuvenation and Surgery Techniques
  17. Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling
    2023/02/14 by Dong Li, Li, Dong, Shuisheng Zhou +3 · 1 citation
    Computer Science · Engineering · Social Sciences · #Advanced Algorithms and Applications #Advanced Clustering Algorithms Research #Advanced Computing and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Generation of Granular-Balls for Clustering Based on the Principle of Justifiable Granularity
    2024/05/11 by Zihang Jia, Zhen Zhang, Jia, Zihang +3 · 2 citations
    Engineering · Agricultural and Biological Sciences · #Engineering Technology and Methodologies #Mining and Gasification Technologies #Advanced Scientific Research Methods
  19. LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data
    2024/10/25 by Jiajun Zhang, Zhang, Jiajun, Qiang, Boyang +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
  20. ZeroLM: Data-Free Transformer Architecture Search for Language Models
    2025/03/24 by Chen, Zhen-Song, Ding, Hong-Wei, Wang, Xian-Jia +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences