International journal of hybrid intelligent systems最新文献

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Using machine learning to perform early diagnosis of Autism Spectrum Disorder based on simple upper limb movements 基于简单的上肢运动,使用机器学习进行自闭症谱系障碍的早期诊断
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190278
Mohammad O. Wedyan, Adel Al-Jumaily, A. Crippa
{"title":"Using machine learning to perform early diagnosis of Autism Spectrum Disorder based on simple upper limb movements","authors":"Mohammad O. Wedyan, Adel Al-Jumaily, A. Crippa","doi":"10.3233/HIS-190278","DOIUrl":"https://doi.org/10.3233/HIS-190278","url":null,"abstract":"Autism like other diseases requires early cure in order to magnify the remedy’s results. The impact of Autism Spectrum Disorder (ASD) is embodied in the following things: the inability for kids to interact with other people, the difficulty in socialize with others, speaking after a long time comparing with other kids, lack of eye contact with other. Such activities are utilized for the resolution regarding diagnosing ASD. For instance, kids shift their upper limb before other activities and such moving considers as an indicator to decide whether such children suffer from autism. The current paper checks diagnosing autism that simply depends on altering upper-limb for kids between two to four years old that depends on carrying out certain mechanisms and machine learning. Such study utilized a Linear Discriminant Analysis (LDA) method to elicit features and, the Support Vector Machines (SVM) in order to categorize thirty kids i.e. categorizing around fifteen autistic kids out of fifteen normal children by analyzing kinematic information that is collected from implementing simple task. However, such study achieved an optimal precision categorization of 100% as well as 93% of intermediate precision. Such findings provide more clues for simple upper-limb movement that can be utilized in order to precisely categorize the kids who suffer from low-functioning autism.","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"55 1","pages":"195-206"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76155586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Solving feature selection problem by hybrid binary genetic enhanced particle swarm optimization algorithm 利用混合二元遗传增强粒子群优化算法求解特征选择问题
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190271
M. Tawhid, K. B. Dsouza
{"title":"Solving feature selection problem by hybrid binary genetic enhanced particle swarm optimization algorithm","authors":"M. Tawhid, K. B. Dsouza","doi":"10.3233/HIS-190271","DOIUrl":"https://doi.org/10.3233/HIS-190271","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"401 1","pages":"207-219"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76617586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Compression of community graph using graph mining techniques 利用图挖掘技术压缩社区图
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190260
B. Rao, Sarojananda Mishra
{"title":"Compression of community graph using graph mining techniques","authors":"B. Rao, Sarojananda Mishra","doi":"10.3233/HIS-190260","DOIUrl":"https://doi.org/10.3233/HIS-190260","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"7 1","pages":"55-65"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87220509","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Solving class imbalance problem using bagging, boosting techniques, with and without using noise filtering method 利用套袋、增压技术,带和不带噪声滤波方法解决班级失衡问题
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190261
G. Rekha, A. Tyagi, V. Reddy
{"title":"Solving class imbalance problem using bagging, boosting techniques, with and without using noise filtering method","authors":"G. Rekha, A. Tyagi, V. Reddy","doi":"10.3233/HIS-190261","DOIUrl":"https://doi.org/10.3233/HIS-190261","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"29 1","pages":"67-76"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74603753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Assessing optimization algorithms based on ant colony using adapted networks science metrics 利用自适应网络科学指标评估基于蚁群的优化算法
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190265
S. F. Ribeiro, C. J. A. B. Filho
{"title":"Assessing optimization algorithms based on ant colony using adapted networks science metrics","authors":"S. F. Ribeiro, C. J. A. B. Filho","doi":"10.3233/HIS-190265","DOIUrl":"https://doi.org/10.3233/HIS-190265","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"72 1","pages":"111-127"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80549651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lung cancer recognition and prediction according to random forest ensemble and RUSBoost algorithm using LIDC data 基于随机森林集成和RUSBoost算法的肺癌识别与预测
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190263
Subrato Bharati, Prajoy Podder, Pinto Kumar Paul
{"title":"Lung cancer recognition and prediction according to random forest ensemble and RUSBoost algorithm using LIDC data","authors":"Subrato Bharati, Prajoy Podder, Pinto Kumar Paul","doi":"10.3233/HIS-190263","DOIUrl":"https://doi.org/10.3233/HIS-190263","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"290 1","pages":"91-100"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86670150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
Flow graphs as data structures for inducing classifiers 流图作为归纳分类器的数据结构
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190262
M. C. Nicoletti, Emilio Carlos Rodrigues
{"title":"Flow graphs as data structures for inducing classifiers","authors":"M. C. Nicoletti, Emilio Carlos Rodrigues","doi":"10.3233/HIS-190262","DOIUrl":"https://doi.org/10.3233/HIS-190262","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"78 1","pages":"77-90"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80853101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Actuator and system component fault tolerant control using interval type-2 Takagi-Sugeno fuzzy controller for hybrid nonlinear process 区间型2型Takagi-Sugeno模糊控制器用于混合非线性过程的执行器和系统部件容错控制
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190267
H. Patel, V. Shah
{"title":"Actuator and system component fault tolerant control using interval type-2 Takagi-Sugeno fuzzy controller for hybrid nonlinear process","authors":"H. Patel, V. Shah","doi":"10.3233/HIS-190267","DOIUrl":"https://doi.org/10.3233/HIS-190267","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"202 1","pages":"143-153"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72580256","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 26
Analysis indices of human relationships based on fuzzy model 基于模糊模型的人际关系指标分析
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190270
Toshihiro Yoshizumi, Tomoo Sumida, Yasunori Shiono, M. Namekawa, K. Tsuchida
{"title":"Analysis indices of human relationships based on fuzzy model","authors":"Toshihiro Yoshizumi, Tomoo Sumida, Yasunori Shiono, M. Namekawa, K. Tsuchida","doi":"10.3233/HIS-190270","DOIUrl":"https://doi.org/10.3233/HIS-190270","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"15 1","pages":"183-193"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87608838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Implementation of bio-inspired optimization algorithms in state feedback control of power system 仿生优化算法在电力系统状态反馈控制中的实现
International journal of hybrid intelligent systems Pub Date : 2019-01-01 DOI: 10.3233/HIS-190269
Anju G. Pillai, E. R. Samuel, A. Unnikrishnan
{"title":"Implementation of bio-inspired optimization algorithms in state feedback control of power system","authors":"Anju G. Pillai, E. R. Samuel, A. Unnikrishnan","doi":"10.3233/HIS-190269","DOIUrl":"https://doi.org/10.3233/HIS-190269","url":null,"abstract":"","PeriodicalId":88526,"journal":{"name":"International journal of hybrid intelligent systems","volume":"28 1","pages":"173-182"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76637107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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