Title Key digital trends shaping the future of information and management science : proceedings of 5th International Conference on Information Systems and Management Science (ISMS) 2022 / Lalit Garg, Dilip Singh Sisodia, Nishtha Kesswani, Joseph G. Vella, Imene Brigui, Sanjay Misra, and Deepak Singh

Published Cham, Switzerland : Springer, [2023]

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Description 1 online resource (xiii, 628 pages) : illustrations (chiefly color) Series Lecture notes in networks and systems ; 671 Lecture notes in networks and systems ; v. 671. Contents Intro -- Preface -- Organization -- Contents -- Improvisation of Predictive Modeling Using Different Classifiers for Predicting Thyroid Disease in Patients -- 1 Introduction -- 1.1 Data Analytics -- 1.2 Prediction and Predictive Analysis -- 2 Literature Review -- 3 Exploratory Data Analysis -- 4 Proposed Model -- 4.1 k-NN Classifier -- 4.2 Random Forest Classifier -- 4.3 XGBoost Classifier -- 4.4 CatBoost Classifier -- 5 Results -- 6 Conclusion -- References -- Application of IoT for Proximity Analysis and Alert Generation for Maintaining Social Distancing -- 1 Introduction -- 2 Related Work 3 Materials and Methods -- 3.1 Methodology and Block Diagram of System -- 4 Experimental Setup -- 5 Mathematical Modeling -- 6 Theoretical Results -- 7 Device Simulation and Result -- 8 Conclusions and Future Scope -- References -- Analysis and Optimization of Fault -- Tolerant Behaviour of Motors in Electric Vehicular Systems -- 1 Introduction -- 2 Overview of Motors in Electric Vehicular Systems -- 3 EV Modelling -- 4 Exploratory Data Analysis of PMSM Characteristics Using Real - Time Data -- 4.1 About Dataset -- 4.2 Key Points About the Dataset -- 4.3 Determining Correlations 4.4 Generating Heatmap -- 4.5 Observations -- 5 Modelling of the Dynamics of Electric Vehicle -- 6 Fault Analysis -- 6.1 Normal Operation -- 6.2 Abnormal Operation -- 6.3 Observation Table -- 7 Optimization Technique of PMSM for Electric Vehicular Application -- 7.1 Normal Operation -- 7.2 Abnormal Operation -- 7.3 Observation Table -- 8 Conclusion -- References -- Transfer Learning of Mammogram Images Using Morphological Bilateral Subtraction and Enhancement Filter -- 1 Introduction -- 2 Contrast Enhancement -- 3 Histogram Equalization (HE) 4 Contrast Limited Adaptive Histogram Equalization (CLAHE) -- 4.1 Histogram Modified - Local Contrast Enhancement (HM-LCE) -- 5 Related Works -- 6 Image Segmentation -- 6.1 Mathematical Morphological Operations -- 7 Proposed Contrast Enhancement Using Modified Bi-level Histogram with Homomorphic Filter (MBH-HF) -- 7.1 Modified Bi-level Histogram -- 8 Experimental Analysis -- 8.1 Dataset Used -- 8.2 Experimental Result Analysis -- 9 Conclusion -- References -- Deep Learning Based Bengali Image Caption Generation -- 1 Introduction -- 2 Related Works -- 3 Proposed Methodology 3.1 Processing of Dataset -- 3.2 Extraction of Feature -- 3.3 Embedding -- 3.4 Encoder -- 3.5 Decoder -- 4 Experimental Setup -- 4.1 Output Generation -- 4.2 Result Analysis -- 5 Comparison -- 6 Future Scope and Conclusion -- References -- Analyzing Deep Neural Network Algorithms for Recognition of Emotions Using Textual Data -- 1 Introduction -- 2 Related Work -- 3 Research Methodology -- 3.1 Collection of Dataset -- 3.2 Data Pre-processing -- 3.3 Feature Extraction -- 3.4 Emotion Detection Using Deep Learning Models -- 4 Result and Analysis -- 5 Conclusion and Future Work -- References Summary This book (proceedings of ISMS 2022) is intended to be used as a reference by students and researchers who collect scientific and technical contributions with respect to models, tools, technologies and applications in the field of information systems and management science. This textbook shows how to exploit information systems in a technology-rich management field. The book introduces concepts, principles, methods, and procedures that will be valuable to students and scholars in thinking about existing organization systems, proposing new systems, and working with management professionals in implementing new information systems Notes Includes author index Description based on online resource; title from digital title page (viewed on June 22, 2023) Subject Information resources management -- Congresses Information technology -- Congresses Information resources management Information technology Genre/Form Electronic books proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Garg, Lalit, 1977- editor. Sisodia, Dilip Singh, 1977- editor. Kesswani, Nishtha, editor. Vella, Joseph G., editor Brigui, Imene editor Misra, Sanjay editor Singh, Deepak editor ISBN 9783031311536 3031311531

Other Titles ISMS 2022

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