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The two-volume proceedings set CCIS 2430-2431 constitutes the revised selected papers of the 6th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2024, held in Bangkok, Thailand, during December 10-12, 2024. The 58 full papers and 3 short papers included in this book were carefully reviewed and selected from 501 submissions. They were organized in topical sections as follows: Part I: Theory and Methods. Part II: Theory and Methods; Systems and Applications; Hybrid Techniques; Soft Computing for Smart World.
The two-volume proceedings set CCIS 2430-2431 constitutes the revised selected papers of the 6th International Conference on Soft Computing and its Engineering Applications, icSoftComp 2024, held in Bangkok, Thailand, during December 10-12, 2024.
The 58 full papers and 3 short papers included in this book were carefully reviewed and selected from 501 submissions. They were organized in topical sections as follows: Part I: Theory and Methods. Part II: Theory and Methods; Systems and Applications; Hybrid Techniques; Soft Computing for Smart World.
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Inhaltsangabe
.- Theory and Methods. .- DL DTCD: Deep Learning Powered EV Location Prediction and Dynamic TOPSIS Charging Deployment. .- A Novel Approach of Electrocardiogram Denoising based on Deep Learning CNN and TVD. .- LSTM GRN: A Deep Learning Model for the Prediction of Gene Regulatory Networks from Single Cell Data. .- Sense@BoEmo: A Novel Approach to Identify Precise Emotion Sensing Skin of Human Body. .- Students Performance Prediction in An E-Learning Platform With Sea Hawk Optimized Single Head Attention Enabled Bi Directional Long Short Term Memory. .- Traffic crash severity prediction using eXplainable AI. .- Exploring the Role of Data Filtering and Machine Learning Algorithms in Enhancing RSSI-Based Indoor Positioning Accuracy in Dynamic Environments. .- Bio Medical Waste Management: Deep Learning Approach. .- Principles of Basal Area Modeling of Forest Trees and Stands: Bivariate Mixed Effect Parameters Diffusion Process Framework. .- High Resolution Mapping of Rock Glacier Dynamics in the Sikkim Himalayas, Using remote sensing data. .- An Efficient On demand Mobile Charger Scheduling in WRSNs Using MJaya Meta Heuristic Algorithm. .- Systems and Applications. .- Improving Intrusion Detection System using Feature Weighting. .- AI enabled Network Intrusion Detection and Classification with UNSW NB15 Datasets. .- Data Science Techniques to Reduce the Occurrence of False Negatives during Intrusion Detection. .- Process Mining and Standardized Generic Business Process Tracing for ERP Systems: Requirements for ERP vendors. .- Hand Gesture Identifying Wearable Input Device for OS-Platform Independent Generic HCI Application in a Multi modal Platform. .- GeMoP: General Motion Planning in High Speed & Accuracy and Fast Settle application. .- Rebounded PSO Method for Sigmoid PID Controller for a Maglev System with Input Saturation. .- A Linear Programming problem in Python and CPLEX, led by Monte Carlo on the Web. .- Machine Learning Based Performance Evaluation of Spatial Modulation Schemes in Correlated Nakagami m Fading Channels. .- Prediction of Life Expectancy for India using Time Series Models. .- Leveraging Machine Learning to Detect and Alleviate Natural Anxiety. .- Multiple Novel Algorithms Based on TF IDF and Inverse Document Frequency, Experimented with Text Data in the Education Field. .- Modified Alexnet For English Handwritten Character Recognition. .- PGP Miner: A Data and Text Mining Tool for PhysicoChemical and Toxicity Data in P glycoprotein (P gp) Inhibitors. .- InterpretableTruthDetection: Interpretable Bimodal Within Subject Truth and Deception Detection Models. .- Hybrid Techniques. .- A Novel Neurofuzzy Architecture for Deterministic Non affine Nonlinear System Identification. .- A Neuro Evolutionary Framework for Enhancing Communication, Safety, and Decision Making in Connected Car Ecosystems. .- Soft Computing for Smart World. .- Smart Scheduling of Home Appliances using Happiness Aware Scalable Reinforcement Learning Agent. .- Adoption Intention of Smartwatch Technology: A Study Among Runners Using the Health Belief and Technology Acceptance Models.
.- Theory and Methods. .- DL DTCD: Deep Learning Powered EV Location Prediction and Dynamic TOPSIS Charging Deployment. .- A Novel Approach of Electrocardiogram Denoising based on Deep Learning CNN and TVD. .- LSTM GRN: A Deep Learning Model for the Prediction of Gene Regulatory Networks from Single Cell Data. .- Sense@BoEmo: A Novel Approach to Identify Precise Emotion Sensing Skin of Human Body. .- Students Performance Prediction in An E-Learning Platform With Sea Hawk Optimized Single Head Attention Enabled Bi Directional Long Short Term Memory. .- Traffic crash severity prediction using eXplainable AI. .- Exploring the Role of Data Filtering and Machine Learning Algorithms in Enhancing RSSI-Based Indoor Positioning Accuracy in Dynamic Environments. .- Bio Medical Waste Management: Deep Learning Approach. .- Principles of Basal Area Modeling of Forest Trees and Stands: Bivariate Mixed Effect Parameters Diffusion Process Framework. .- High Resolution Mapping of Rock Glacier Dynamics in the Sikkim Himalayas, Using remote sensing data. .- An Efficient On demand Mobile Charger Scheduling in WRSNs Using MJaya Meta Heuristic Algorithm. .- Systems and Applications. .- Improving Intrusion Detection System using Feature Weighting. .- AI enabled Network Intrusion Detection and Classification with UNSW NB15 Datasets. .- Data Science Techniques to Reduce the Occurrence of False Negatives during Intrusion Detection. .- Process Mining and Standardized Generic Business Process Tracing for ERP Systems: Requirements for ERP vendors. .- Hand Gesture Identifying Wearable Input Device for OS-Platform Independent Generic HCI Application in a Multi modal Platform. .- GeMoP: General Motion Planning in High Speed & Accuracy and Fast Settle application. .- Rebounded PSO Method for Sigmoid PID Controller for a Maglev System with Input Saturation. .- A Linear Programming problem in Python and CPLEX, led by Monte Carlo on the Web. .- Machine Learning Based Performance Evaluation of Spatial Modulation Schemes in Correlated Nakagami m Fading Channels. .- Prediction of Life Expectancy for India using Time Series Models. .- Leveraging Machine Learning to Detect and Alleviate Natural Anxiety. .- Multiple Novel Algorithms Based on TF IDF and Inverse Document Frequency, Experimented with Text Data in the Education Field. .- Modified Alexnet For English Handwritten Character Recognition. .- PGP Miner: A Data and Text Mining Tool for PhysicoChemical and Toxicity Data in P glycoprotein (P gp) Inhibitors. .- InterpretableTruthDetection: Interpretable Bimodal Within Subject Truth and Deception Detection Models. .- Hybrid Techniques. .- A Novel Neurofuzzy Architecture for Deterministic Non affine Nonlinear System Identification. .- A Neuro Evolutionary Framework for Enhancing Communication, Safety, and Decision Making in Connected Car Ecosystems. .- Soft Computing for Smart World. .- Smart Scheduling of Home Appliances using Happiness Aware Scalable Reinforcement Learning Agent. .- Adoption Intention of Smartwatch Technology: A Study Among Runners Using the Health Belief and Technology Acceptance Models.
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