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Binary encoding-based morpheme boundary detection of Dogri language 基于二进制编码的多格里语语素边界检测
International Journal of Intelligent Engineering Informatics Pub Date : 2025-01-01 DOI: 10.1504/ijiei.2025.144269
Parul Gupta, Shubhnandan S. Jamwal
{"title":"Binary encoding-based morpheme boundary detection of Dogri language","authors":"Parul Gupta, Shubhnandan S. Jamwal","doi":"10.1504/ijiei.2025.144269","DOIUrl":"https://doi.org/10.1504/ijiei.2025.144269","url":null,"abstract":"Machine learning (ML) models like decision tree, SVM, random forest and KNN are generally used with structured data of morpheme boundary detection but binary representation directly presents the data in a format that can be used by the models without pre-processing. Dogri is an Indo-Aryan language spoken primarily in the state of Jammu and Kashmir, as well as in certain regions of the neighbouring states of Himachal Pradesh and Punjab. This research paper explores and analyses common ML models which are rarely applied in detecting morpheme boundaries. The dataset of 10,000 Dogri words along with their morpheme boundaries in bit values are used for training and evaluation. In this paper, we trained the bi-LSTM and ML models on a different dataset and observed that bi-LSTM outperformed other ML models and exhibited a remarkable recall of 69.50%, 79.64%, and 81.33% on three different datasets respectively.","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"13 1","pages":"114-133"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147898549","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
Text Embedding in Image using an Optimization Based Key Generation Method 基于优化密钥生成方法的图像文本嵌入
IF 6.3
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.10057046
M. Kherallah, Najiba Tagougui, Shihab A. Shawkat
{"title":"Text Embedding in Image using an Optimization Based Key Generation Method","authors":"M. Kherallah, Najiba Tagougui, Shihab A. Shawkat","doi":"10.1504/ijiei.2023.10057046","DOIUrl":"https://doi.org/10.1504/ijiei.2023.10057046","url":null,"abstract":"","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"1 1","pages":""},"PeriodicalIF":6.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67053075","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
Anomaly detection and oversampling approach for classifying imbalanced data using CLUBS technique in IoT healthcare data 在物联网医疗数据中使用CLUBS技术分类不平衡数据的异常检测和过采样方法
IF 6.3
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.10057806
Subha Sundaram, J. Sathiaseelan
{"title":"Anomaly detection and oversampling approach for classifying imbalanced data using CLUBS technique in IoT healthcare data","authors":"Subha Sundaram, J. Sathiaseelan","doi":"10.1504/ijiei.2023.10057806","DOIUrl":"https://doi.org/10.1504/ijiei.2023.10057806","url":null,"abstract":"","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"11 1","pages":"255-271"},"PeriodicalIF":6.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67053285","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
Similarity-Based Optimized and Adaptive Adversarial Attack on Image Classification Using Neural Network 基于相似性的神经网络图像分类优化自适应对抗攻击
IF 6.3
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.10055562
N. Singh, Ashwin Kumar, Mohammad Mustafa Malik, Balika. J. Chelliah, R. Regin
{"title":"Similarity-Based Optimized and Adaptive Adversarial Attack on Image Classification Using Neural Network","authors":"N. Singh, Ashwin Kumar, Mohammad Mustafa Malik, Balika. J. Chelliah, R. Regin","doi":"10.1504/ijiei.2023.10055562","DOIUrl":"https://doi.org/10.1504/ijiei.2023.10055562","url":null,"abstract":"","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"1 1","pages":""},"PeriodicalIF":6.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67052764","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
Anomaly detection and oversampling approach for classifying imbalanced data using CLUBS technique in IoT healthcare data 在物联网医疗数据中使用CLUBS技术分类不平衡数据的异常检测和过采样方法
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.133074
S. Subha, J.G.R. Sathiaseelan
{"title":"Anomaly detection and oversampling approach for classifying imbalanced data using CLUBS technique in IoT healthcare data","authors":"S. Subha, J.G.R. Sathiaseelan","doi":"10.1504/ijiei.2023.133074","DOIUrl":"https://doi.org/10.1504/ijiei.2023.133074","url":null,"abstract":"Multiple data streams from sensing devices in intelligent settings have improved life quality thanks to the internet of things (IoT). Anomalies and imbalanced data sources are unavoidable due to system complexity and IoT device rollout issues. An imbalanced dataset has more data for one group than another, which may influence the results. IoT data streams are unbalanced, making anomaly detection harder. Data mining and machine learning classification approaches perform poorly on imbalanced datasets in the current setup. To address this, the proposed system suggests an effective anomaly detection method and oversampling approach (ADO) to improve IoT's ability to identify abnormal behaviours in imbalanced data. After clustering of lower and upper boundary standardisation (CLUBS) detects anomaly samples, the ADO technique provides synthetic samples for minority classes. ADO lowers class region overlaps and enhances classification methods. The experimental results using an imbalanced dataset and three classification algorithms, namely K-nearest neighbour (KNN), random forest (RF), support vector machine (SVM) and multilayer perceptron (MLP), show that the ADO approach increases classification accuracy (0.64% for KNN, 4.27% for RF and 6.33% for SVM) by removing anomalies and oversampling data.","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135058184","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
Methods of Anomaly Detection for the Prevention and Detection of Cyber Attacks 网络攻击预防与检测中的异常检测方法
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.10059169
Ravi T.N, Girubagari N
{"title":"Methods of Anomaly Detection for the Prevention and Detection of Cyber Attacks","authors":"Ravi T.N, Girubagari N","doi":"10.1504/ijiei.2023.10059169","DOIUrl":"https://doi.org/10.1504/ijiei.2023.10059169","url":null,"abstract":"","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135496952","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
Dual Strategy Based Missing Completely at Random (MCAR) Type Missing Data Imputation on The Internet of Medical Things (IOMT) 医疗物联网(IOMT)上基于完全随机缺失(MCAR)型缺失数据的双重策略
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.10059493
Iris Punitha P, J.G.R. Sathiaseelan
{"title":"Dual Strategy Based Missing Completely at Random (MCAR) Type Missing Data Imputation on The Internet of Medical Things (IOMT)","authors":"Iris Punitha P, J.G.R. Sathiaseelan","doi":"10.1504/ijiei.2023.10059493","DOIUrl":"https://doi.org/10.1504/ijiei.2023.10059493","url":null,"abstract":"","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135845030","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
Text embedding in image using an optimisation-based key generation method 使用基于优化的密钥生成方法在图像中嵌入文本
IF 6.3
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.133072
Shihab A. Shawkat, Najiba Tagougui, M. Kherallah
{"title":"Text embedding in image using an optimisation-based key generation method","authors":"Shihab A. Shawkat, Najiba Tagougui, M. Kherallah","doi":"10.1504/ijiei.2023.133072","DOIUrl":"https://doi.org/10.1504/ijiei.2023.133072","url":null,"abstract":"","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"11 1","pages":"229-254"},"PeriodicalIF":6.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67053047","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
Secure task scheduling in cloud computing with enhanced ordinal optimisation and integrated DNA, Morse code techniques 云计算中的安全任务调度与增强的顺序优化和集成DNA，莫尔斯电码技术
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.132700
Monika Yadav, Atul Mishra
{"title":"Secure task scheduling in cloud computing with enhanced ordinal optimisation and integrated DNA, Morse code techniques","authors":"Monika Yadav, Atul Mishra","doi":"10.1504/ijiei.2023.132700","DOIUrl":"https://doi.org/10.1504/ijiei.2023.132700","url":null,"abstract":"This paper presents two innovative approaches to address the challenges of task scheduling, efficient resource utilisation, and security in cloud computing environments. The first approach proposes an optimal task-scheduling strategy for virtual machines in dynamic cloud scenarios, utilising an enhanced ordinal optimisation technique and linear regression to predict future dynamic workload. The second approach utilises Morse code encoding of DNA sequences to optimise scheduling outcomes while ensuring secure scheduling in the cloud environment, integrating ordinal optimisation techniques and the unique properties of DNA sequences. The effectiveness of both proposed approaches is evaluated by comparing them to conventional task-scheduling techniques. The results demonstrate that the proposed approaches achieve better performance in terms of scheduling efficiency and security. These approaches offer a comprehensive solution to address the critical aspects of task scheduling, efficient resource utilisation, and security in cloud computing environments.","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136028634","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
Utilizing Recurrent Neural Network Technique for Predicting Strand Settlement on Brittle Sand and Geocell 利用递归神经网络技术预测脆性砂和土工格室上的钢索沉降
IF 6.3
International Journal of Intelligent Engineering Informatics Pub Date : 2023-01-01 DOI: 10.1504/ijiei.2023.10056043
R. Venkatakrishnaiah, Jeyanthi S. B. Saravanan, K.Venkatapathi Raju
{"title":"Utilizing Recurrent Neural Network Technique for Predicting Strand Settlement on Brittle Sand and Geocell","authors":"R. Venkatakrishnaiah, Jeyanthi S. B. Saravanan, K.Venkatapathi Raju","doi":"10.1504/ijiei.2023.10056043","DOIUrl":"https://doi.org/10.1504/ijiei.2023.10056043","url":null,"abstract":"","PeriodicalId":44231,"journal":{"name":"International Journal of Intelligent Engineering Informatics","volume":"1 1","pages":""},"PeriodicalIF":6.3,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67052833","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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