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An effective cyberbullying-flashing identification on whatsapp using PTS-GReLU-GRU with harmful level prediction.

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第一作者： M,Karpagam

第一单位： Department of Computational Intelligence, Faculty of Engineering and Technology, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Chennai, 603203, Tamil Nadu, India.

作者： M,Karpagam ^[1] ; N,Naveenkumar ^[2] ; Vani,Panguluri ^[3] ; C R S,Hanuman ^[4] ; R,Usharani ^[5] ; S,Priya ^[6] ; Prakash Chandra,Sharma ^[7]

作者单位： Department of Computational Intelligence, Faculty of Engineering and Technology, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Chennai, 603203, Tamil Nadu, India. ^[1] Department of Computer and Communication Engineering, Nehru Institute of Technology, Tamil Nadu, Kaliyapuram, Coimbatore, 641 105, India. ^[2] Department of Information Technology-GTM Strategy, Snowflake INC, Bozeman, MT, 59715, USA. ^[3] Department of Electronics & Communication Engineering, Sasi Institute of Technology and Engineering, Tadepalligudem, 534101, Andhra Pradesh, India. ^[4] Department of Computational Intelligence, Faculty of Engineering and Technology, SRM Institute of Science and Technology, SRM Nagar, Kattankulathur, Chennai, 603203, Tamil Nadu, India. usharanr2@srmist.edu.in. ^[5] Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, 600119, Tamil Nadu, India. ^[6] Department of Information Technology, Manipal University Jaipur, Jaipur, 303007, Rajasthan, India. prakashchandra.sharma@jaipur.manipal.edu. ^[7]

关键词 Cyber flashing Cyberbullying Log entropy based adaptive neuro-fuzzy inference system (LE-ANFIS)Power transformer scaler based Gaussian rectified linear unit-gated recurrent unit (PTS-GReLU-GRU)YOLOv3

DOI 10.1038/s41598-025-28765-1

PMID 41345493

发布时间 2026-01-06

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准确一般字义偏差语意偏离译文作用小提交