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International Journal of Swarm Intelligence Research最新文献

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Design and implementation of bi-level artificial bee colony algorithm to train hidden Markov models for performing multiple sequence alignment of proteins 设计和实现双级人工蜂群算法训练隐马尔可夫模型执行多序列比对的蛋白质
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-04-26 DOI: 10.1504/IJSI.2021.114765
Soniya Lalwani
{"title":"Design and implementation of bi-level artificial bee colony algorithm to train hidden Markov models for performing multiple sequence alignment of proteins","authors":"Soniya Lalwani","doi":"10.1504/IJSI.2021.114765","DOIUrl":"https://doi.org/10.1504/IJSI.2021.114765","url":null,"abstract":"Multiple sequence alignment (MSA) is an NP-complete problem that is a challenging area from bioinformatics. Implementation of hidden Markov model (HMM) is one of the most effective approach for executing MSA, that performs training and testing of the sequence data so as to obtain alignment scores with accuracy. The training of HMM is again an NP-hard problem, hence it requires the implementation of metaheuristic methods. Proposed work presents a bi-level artificial bee colony (BL-ABC) algorithm to train hidden Markov models (HMMs) for MSA of proteins, i.e., BLABC-HMM. The trained stochastic model created by BL-ABC basically yields position-dependent probability matrices at higher prediction ratios. The performance of proposed algorithm is compared with the competitive state-of-the-art algorithms and different variants of particle swarm optimisation (PSO) algorithm on protein benchmark datasets from pfam and BAliBase database, and BLABC-HMM is found yielding better alignment scores and prediction accuracy.","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"29 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75207468","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
Landmark operator inspired artificial bee colony algorithm for optimal vector control of induction motor 基于地标算子的感应电机最优矢量控制人工蜂群算法
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-04-26 DOI: 10.1504/IJSI.2021.114757
F. Sharma, S. R. Kapoor
{"title":"Landmark operator inspired artificial bee colony algorithm for optimal vector control of induction motor","authors":"F. Sharma, S. R. Kapoor","doi":"10.1504/IJSI.2021.114757","DOIUrl":"https://doi.org/10.1504/IJSI.2021.114757","url":null,"abstract":"In recent years, soft computing strategies have played vital role to solve optimisation problems associated with real world. In this paper, an efficient soft computing strategy namely, artificial bee colony algorithm (ABCalgo) is modified with incorporating landmark operator. The proposed modified ABC algorithm is named as landmark inspired ABC (LMABC). The performance of LMABC is evaluated on benchmark functions. Further, the proposed LMABC is applied for vector control of induction motor (IM) and subsequently to improve its efficiency. The vector control of IM includes control of magnitude and phase of each phase current and voltage. In this research paper the field orientated control, a digital implementation which demonstrates the capability of performing direct torque control, of handling system limitations and of achieving higher power conversion efficiency is considered. The obtained outcomes are significantly better than other state-of-art algorithms available in literature.","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"171 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90231553","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
Hybrid ARIMA-deep belief network model using PSO for stock price prediction 基于粒子群算法的混合arima -深度信念网络模型用于股票价格预测
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/IJSI.2021.10036080
B. Mohan, Shaikh Sahil Ahmed, Mahesh Kankar, Nagaraj Naik
{"title":"Hybrid ARIMA-deep belief network model using PSO for stock price prediction","authors":"B. Mohan, Shaikh Sahil Ahmed, Mahesh Kankar, Nagaraj Naik","doi":"10.1504/IJSI.2021.10036080","DOIUrl":"https://doi.org/10.1504/IJSI.2021.10036080","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"69 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89167312","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: 1
Hyperparameter tuning and comparison of k nearest neighbour and decision tree algorithms for cardiovascular disease prediction 用于心血管疾病预测的k近邻和决策树算法的超参数调整和比较
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/ijsi.2021.10036482
Preeti Bhowmick, S. Gajjar, Shital Chaudhary
{"title":"Hyperparameter tuning and comparison of k nearest neighbour and decision tree algorithms for cardiovascular disease prediction","authors":"Preeti Bhowmick, S. Gajjar, Shital Chaudhary","doi":"10.1504/ijsi.2021.10036482","DOIUrl":"https://doi.org/10.1504/ijsi.2021.10036482","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"15 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73891345","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
A comprehensive review of hidden Markov model applications in prediction of human mobility patterns 隐马尔可夫模型在人类迁移模式预测中的应用综述
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/IJSI.2021.114766
Neha Rajawat, N. Gupta, Soniya Lalwani
{"title":"A comprehensive review of hidden Markov model applications in prediction of human mobility patterns","authors":"Neha Rajawat, N. Gupta, Soniya Lalwani","doi":"10.1504/IJSI.2021.114766","DOIUrl":"https://doi.org/10.1504/IJSI.2021.114766","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"266 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76383310","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: 1
A coupled multi-linear regression and genetic algorithm-based modelling and optimisation of surface roughness in machining of brass 基于多线性回归和遗传算法的黄铜加工表面粗糙度建模与优化
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/ijsi.2021.10039928
S. Manroo, Suhail Ganiny
{"title":"A coupled multi-linear regression and genetic algorithm-based modelling and optimisation of surface roughness in machining of brass","authors":"S. Manroo, Suhail Ganiny","doi":"10.1504/ijsi.2021.10039928","DOIUrl":"https://doi.org/10.1504/ijsi.2021.10039928","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"61 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79492173","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: 1
Identification of female genital tuberculosis in infertility using textural features 利用肌理特征鉴别不孕症女性生殖器结核
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/IJSI.2021.10037151
V. Saxena, Anita Sahoo, Varsha Garg
{"title":"Identification of female genital tuberculosis in infertility using textural features","authors":"V. Saxena, Anita Sahoo, Varsha Garg","doi":"10.1504/IJSI.2021.10037151","DOIUrl":"https://doi.org/10.1504/IJSI.2021.10037151","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"24 16 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90744764","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
Dog breed classification using convolution neural network 基于卷积神经网络的犬种分类
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/ijsi.2021.10040390
Mrityunjay Singh, A. Shukla, Amit Kumar Jakhar
{"title":"Dog breed classification using convolution neural network","authors":"Mrityunjay Singh, A. Shukla, Amit Kumar Jakhar","doi":"10.1504/ijsi.2021.10040390","DOIUrl":"https://doi.org/10.1504/ijsi.2021.10040390","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"41 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81400115","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: 3
Predicting movie genre from plot summaries using Bi-LSTM network 利用Bi-LSTM网络从情节摘要中预测电影类型
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/IJSI.2021.10037658
Prakhar Srivastava, Pankaj Srivastava
{"title":"Predicting movie genre from plot summaries using Bi-LSTM network","authors":"Prakhar Srivastava, Pankaj Srivastava","doi":"10.1504/IJSI.2021.10037658","DOIUrl":"https://doi.org/10.1504/IJSI.2021.10037658","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"58 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86203399","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
Abusive language detection using customised BERT 使用定制BERT的滥用语言检测
IF 1.1
International Journal of Swarm Intelligence Research Pub Date : 2021-01-01 DOI: 10.1504/ijsi.2021.10041159
K. H. Bindu, N. Nihal, Burre Chandu, Kaza Phani Rohitha
{"title":"Abusive language detection using customised BERT","authors":"K. H. Bindu, N. Nihal, Burre Chandu, Kaza Phani Rohitha","doi":"10.1504/ijsi.2021.10041159","DOIUrl":"https://doi.org/10.1504/ijsi.2021.10041159","url":null,"abstract":"","PeriodicalId":44265,"journal":{"name":"International Journal of Swarm Intelligence Research","volume":"66 1","pages":""},"PeriodicalIF":1.1,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79614719","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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