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Soft computing and its engineering applications = 6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10-12, 2024, revised selected papers.. Part II /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Soft computing and its engineering applications/ edited by Kanubhai K. Patel ... [et al.].
其他題名:	6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10-12, 2024, revised selected papers.
其他題名:	icSoftComp 2024
其他作者:	Patel, Kanubhai K.
團體作者:	International Conference on Soft Computing and its Engineering Applications
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xx, 407 p. :ill. (chiefly color), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Soft computing - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-88042-1
ISBN:	9783031880421

Soft computing and its engineering applications = 6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10-12, 2024, revised selected papers.. Part II /
Soft computing and its engineering applications6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10-12, 2024, revised selected papers.Part II /[electronic resource] :icSoftComp 2024edited by Kanubhai K. Patel ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xx, 407 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,24311865-0937 ;. - Communications in computer and information science ;2431..

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.

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.

ISBN: 9783031880421

Standard No.: 10.1007/978-3-031-88042-1doiSubjects--Topical Terms:

606821
Soft computing
--Congresses.

LC Class. No.: QA76.9.S63

Dewey Class. No.: 006.3

Soft computing and its engineering applications = 6th International Conference, icSoftComp 2024, Bangkok, Thailand, December 10-12, 2024, revised selected papers.. Part II /
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