《Intelligent Automation & Soft Computing》

作品数：730被引量：124H指数：3
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《Intelligent Automation & Soft Computing》
主办单位：Tech Science Press
最新期次：2024年6期更多>>
发文主题：MACHINE_LEARNINGUSINGDEEPCATIONOPTIMIZATION更多>>
发文领域：自动化与计算机技术医药卫生电子电信电气工程更多>>
发文基金：国家自然科学基金国家社会科学基金重庆市自然科学基金中国博士后科学基金更多>>
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Overfitting in Machine Learning:A Comparative Analysis of Decision Trees and Random Forests
《Intelligent Automation & Soft Computing》2024年第6期987-1006,共20页Erblin Halabaku Eliot Bytyçi 
Machine learning has emerged as a pivotal tool in deciphering and managing this excess of information in an era of abundant data.This paper presents a comprehensive analysis of machine learning algorithms,focusing on ...
关键词：Artificial intelligence decision tree random forest PRUNE OVERFITTING 
Evaluating the Effectiveness of Graph Convolutional Network for Detection of Healthcare Polypharmacy Side Effects
《Intelligent Automation & Soft Computing》2024年第6期1007-1033,共27页Omer Nabeel Dara Tareq Abed Mohammed Abdullahi Abdu Ibrahim 
Healthcare polypharmacy is routinely used to treat numerous conditions;however,it often leads to unanticipated bad consequences owing to complicated medication interactions.This paper provides a graph convolutional ne...
关键词：POLYPHARMACY side effects drug-drug interactions graph convolutional networks deep learning medication network 
Enhanced Diagnostic Precision:Deep Learning for Tumors Lesion Classification in Dermatology
《Intelligent Automation & Soft Computing》2024年第6期1035-1051,共17页Rafid Sagban Haydar Abdulameer Marhoon Saadaldeen Rashid Ahmed 
Skin cancer is a highly frequent kind of cancer.Early identification of a phenomenon significantly improves outcomes and mitigates the risk of fatalities.Melanoma,basal,and squamous cell carcinomas are well-recognized...
关键词：Pigmented lesions deep learning models skin cancer automated diagnosis basal cell carcinoma 
A Deep Learning-Based Automated Approach of Schizophrenia Detection from Facial Micro-Expressions
《Intelligent Automation & Soft Computing》2024年第6期1053-1071,共19页Anum Saher Ghulam Gilanie Sana Cheema Akkasha Latif Syeda Naila Batool Hafeez Ullah 
Schizophrenia is a severe mental illness responsible for many of the world’s disabilities.It significantly impacts human society;thus,rapid,and efficient identification is required.This research aims to diagnose schi...
关键词：SCHIZOPHRENIA deep learning machine learning facial expressions TRANSFORMERS particle swarm optimization(PSO)algorithm 
Secure Digital Image Watermarking Technique Based on ResNet-50 Architecture
《Intelligent Automation & Soft Computing》2024年第6期1073-1100,共28页Satya Narayan Das Mrutyunjaya Panda 
In today’s world of massive data and interconnected networks,it’s crucial to burgeon a secure and efficient digital watermarking method to protect the copyrights of digital content.Existing research primarily focuse...
关键词：Image watermarking quantum logistics Rivest-Shamir-Adleman(RSA) Secure Hash(SHA-3) Lifting Wavelet Transformation(LWT) ResNet-50 deep learning secure communication 
Privacy-Preserving and Lightweight V2I and V2V Authentication Protocol Using Blockchain Technology
《Intelligent Automation & Soft Computing》2024年第5期783-803,共21页Muhammad Imran Ghafoor Awad Bin Naeem Biswaranjan Senapati Md.Sakiul Islam Sudman Satyabrata Pradhan Debabrata Das Friban Almeida Hesham A.Sakr 
The confidentiality of pseudonymous authentication and secure data transmission is essential for the protection of information and mitigating risks posed by compromised vehicles.The Internet of Vehicles has meaningful...
关键词：Vehicle-to-vehicle vehicle-to-infrastructure internet of things block chain technology 
Fusion of Type-2 Neutrosophic Similarity Measure in Signatures Verification Systems: A New Forensic Document Analysis Paradigm
《Intelligent Automation & Soft Computing》2024年第5期805-828,共24页Shahlaa Mashhadani Wisal Hashim Abdulsalam Oday Ali Hassen Saad M.Darwish 
Signature verification involves vague situations in which a signature could resemble many reference samples ormight differ because of handwriting variances. By presenting the features and similarity score of signature...
关键词：Type-2 neutrosophic reasoning biometric signature verification forensic document experts’ analysis 
A New Framework for Scholarship Predictor Using a Machine Learning Approach
《Intelligent Automation & Soft Computing》2024年第5期829-854,共26页Bushra Kanwal Rana Saud Shoukat Saif Ur Rehman Mahwish Kundi Tahani AlSaedi Abdulrahman Alahmadi 
Education is the base of the survival and growth of any state,but due to resource scarcity,students,particularly at the university level,are forced into a difficult situation.Scholarships are the most significant fina...
关键词：EDUCATION data mining C4.5 algorithm decision support system scholarship guarantee machine learning 
Robot Vision over CosGANs to Enhance Performance with Source-Free Domain Adaptation Using Advanced Loss Function
《Intelligent Automation & Soft Computing》2024年第5期855-887,共33页Laviza Falak Naz Rohail Qamar Raheela Asif Muhammad Imran Saad Ahmed 
Domain shift is when the data used in training does not match the ones it will be applied to later on under similar conditions.Domain shift will reduce accuracy in results.To prevent this,domain adaptation is done,whi...
关键词：Cosine generative adversarial network cosine embedding loss generative adversarial networks source free domain adaptation unsupervised learning hyper-parameter 
Recognition of Bird Species of Yunnan Based on Improved ResNet18
《Intelligent Automation & Soft Computing》2024年第5期889-905,共17页Wei Yang Ivy Kim D.Machica 
Birds play a crucial role in maintaining ecological balance,making bird recognition technology a hot research topic.Traditional recognition methods have not achieved high accuracy in bird identification.This paper pro...
关键词：Bird species recognition ResNet18 depth-wise separable convolutions 
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