Published in Engineering, Technology & Applied Science Research, 2024
Keywords : Used car valuation, Residual value, Stacked generalization, Sequential model-based optimization, Feature analysis
Published in Pre-print in SSRN, 2024
Keywords : Healthcare Analytics, Diabetic Retinopathy Prediction, Elaborative Learning, Trustable AI, PubMed
Published in Medical & Biological Engineering & Computing Journal (submitted), 2023
Keywords : extreme gradient boosting; heart disease; hospital management; length of stay; random forest
Published in Springer Journal of Big Data, 2021
Keywords : Blockchain, Hyperledger Fabric, Multiple channels, Raft, Halal Supply Chain
Published in IEEE 2020 International Conference on ICT for Smart Society (ICISS), 2020
Keywords : Customer segmentation, K-means algorithm, DB Index, targeting market, LRFM Model
Published in IEEE 2020 International Conference on ICT for Smart Society (ICISS), 2020
Keywords : flood risk mapping, flood risk index, hazard, vulnerability, spatial analysis, thematic maps, climate change, socio-economic
Published in IEEE 2020 International Conference on ICT for Smart Society (ICISS), 2020
Keywords : clustering, customer lifetime value, customer segmentation, k-means, LRFM Model, customer satisfaction, monetary model
Published in IEEE 2020 International Conference on ICT for Smart Society (ICISS), 2020
Keywords : consumer behaviour, customer relationship management, data mining, pattern clustering, pharmaceutical industry, supply chain management, time series
Published in IEEE 2020 International Conference on ICT for Smart Society (ICISS), 2020
Keywords : demand forecasting, airline passenger, time series analysis, neural networks, ARIMA
Published in IEEE 2020 International Workshop on Big Data and Information Security (IWBIS), 2020
Keywords : Financial Statement Fraud, Fraud Detection, Machine Learning, Genetic Algorithm, Classification, Capital Market
Published in IEEE 2020 International Workshop on Big Data and Information Security (IWBIS), 2020
Keywords : Fraud Detection, Automobile Insurance, SMOTE, Decision Tree C4.5, Random Forest, Multilayer Perceptron
Published in IEEE 2020 International Workshop on Big Data and Information Security (IWBIS), 2020
Keywords : highway road accident characteristic analysis, road accident heterogeneous nature, association rule mining method, extensive data analysis, clustering method
Published in International Journal of Technology, 2019
Keywords : Aspect-based sentiment analysis; Latent Dirichlet Allocation; Net Reputation Score; Ride-hailing service; Support Vector Machine; Text mining
Published in IEEE 2019 16th International Conference on Service Systems and Service Management (ICSSSM), 2019
Keywords : financial technology, online payment, sentiment analysis approach, payment transactions, customers opinion mining, review classification, support vector machine, N-Grams
Published in IEEE 2019 16th International Conference on Service Systems and Service Management (ICSSSM), 2019
Keywords : fault detection classification models, geothermal power plant industry, machine learning algorithm, renewable energy source, vulnerable error
Published in IEEE 2019 16th International Conference on Service Systems and Service Management (ICSSSM), 2019
Keywords : Sentiment Analysis, N-Grams, Support Vector Machine (SVM), Hospitality, Tourism
Published in IEEE 2019 16th International Conference on Service Systems and Service Management (ICSSSM), 2019
Keywords : clustering process, customer segmentation, customer characteristics, two-stage clustering method, customer interactions, customer relationship management, customer segment, similar lifetime value, clustering analysis, fuzzy AHP method, weighted LRFM model, customer lifetime value score, average item variables, marketing strategies
Published in IEEE 2019 16th International Conference on Service Systems and Service Management (ICSSSM), 2019
Keywords : transportation, bus routes, bus stops, data mining, clustering
Published in Makara Journal of Technology, 2018
Keywords : forecasting, internet traffic, self organizing map, support vector regression
Published in IEEE 2018 5th International Conference on Information Science and Control Engineering (ICISCE), 2018
Keywords : information retrieval, music mining, natural language processing, probability, text analysis
Published in IEEE 2018 5th International Conference on Information Science and Control Engineering (ICISCE), 2018
Keywords : web log data, topic modeling, latent dirichlet allocation, e-news
Published in IEEE 2018 5th International Conference on Information Science and Control Engineering (ICISCE), 2018
Keywords : Pattern Mining, Web Usage Mining, Association Rules, FP-Growth
Published in IEEE 2018 5th International Conference on Information Science and Control Engineering (ICISCE), 2018
Keywords : music industry, machine learning, popular songs, CART, decision tree, data mining
Published in 2017 IEEE 8th International Conference on Awareness Science and Technology (iCAST), 2017
Keywords : oil distribution route, graph partitioning, graph optimization, supply chain efficiency, vehicle routing problem
Published in 2017 IEEE 8th International Conference on Awareness Science and Technology (iCAST), 2017
Keywords : text mining, sentiment analysis, text summarization, classification, clustering, hospitality industry
Published in IEEE 2017 3rd International Conference on Science in Information Technology (ICSITech), 2017
Keywords : aspect-based sentiment analysis, opinion mining, hospitality industry, text mining, recursive neural tensor network
Published in IEEE 2017 3rd International Conference on Science in Information Technology (ICSITech), 2017
Keywords : distribution configuration, clustering, graph optimization, K-means, minimum spanning tree
Published in IEEE 2017 3rd International Conference on Science in Information Technology (ICSITech), 2017
Keywords : classification, short term load forecasting, GMDH, discrete wavelet transforms, artificial intelligence