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Soft Computing and Its Engineering Applications: 6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 1012, 2024, Revised Selected Papers, Part II [Mīkstie vāki]

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  • Formāts: Paperback / softback, 407 pages, height x width: 235x155 mm, 152 Illustrations, color; 24 Illustrations, black and white; XX, 407 p. 176 illus., 152 illus. in color., 1 Paperback / softback
  • Sērija : Communications in Computer and Information Science 2431
  • Izdošanas datums: 18-May-2025
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031880412
  • ISBN-13: 9783031880414
  • Mīkstie vāki
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  • Formāts: Paperback / softback, 407 pages, height x width: 235x155 mm, 152 Illustrations, color; 24 Illustrations, black and white; XX, 407 p. 176 illus., 152 illus. in color., 1 Paperback / softback
  • Sērija : Communications in Computer and Information Science 2431
  • Izdošanas datums: 18-May-2025
  • Izdevniecība: Springer International Publishing AG
  • ISBN-10: 3031880412
  • ISBN-13: 9783031880414
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 1012, 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.
.- 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.