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Advances in data science and artificial intelligence = proceedings of ERCICA 2024.. Volume 1 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Advances in data science and artificial intelligence/ edited by L. M. Patnaik, G. T. Raju, N. H. Prasad.
其他題名:	proceedings of ERCICA 2024.
其他題名:	ERCICA 2024
其他作者:	Patnaik, L. M.
團體作者:	International Conference on Emerging Research in Computing, Information, Communication and Applications
出版者:	Singapore :Springer Nature Singapore : : 2025.,
面頁冊數:	x, 543 p. :ill., digital ;24 cm.
內容註:	An Unique Comprehensive Analysis for Detecting Vitamin Deficiencies using Picture Analysis through Image Processing -- Predictive Traffic Management and Deep Learning Based Vehicular Congestion Mitigation -- Comprehensive analysis of Smart Greenhouse Monitoring System -- Cybersecurity Threat Detection of Anomaly based DDoS Attack using Machine Learning -- Deep Learning-Based Biometric Verification in a Secure Cloud Environment -- MOBILE APPLICATION TO DETECT SUGARCANE DAMAGED BILLETS -- Android Security: Genetic Algorithm-Based Malware Detection System -- Fire Detection Using Transformer Based Model -- NFT MARKETPLACE FOR EXCHANGE OF DIGITAL ARTIFACTS USING SMART CONTRACT -- Multi-Facial Recognition using Multitask Cascaded Convolutional Neural Networks -- CROP-CONNECT : Empowering Farmers through Digital Community -- A Novel System for Authentication of Identity Cards using YOLO v5 & YOLO v8 -- Tailored Garment Recommendations Using Computer Vision and Machine Learning -- Brain Diseases Prediction using ML -- ASSISTING VISUALLY CHALLENGED INDIVIDUALS TO DISTINGUISH AUTHENTIC CURRENCY FROM COUNTERFEIT -- Zenify.me - Your AI companion for a happier, healthier you -- IoT-Powered Hydroponics System: A Real-Time Monitoring and Control System -- Robust Human Target Detection And Acquisition -- Software Effort Estimation using AIML and a User-interface: A Comprehensive Literature Review -- A semi-supervised Centroid based Object Tracking in Video surveillance Using Deep Detector and Salience Estimation -- Recognizing personality traits from handwriting with machine learning technique -- Exploring the causes of Maternal mortality in Karnataka and Crafting Strategies for Prevention -- Utilizing Deep Learning Features to Categorize White Blood Cells in Blood Smear Images -- ENHANCING DATA SECURITY AND CLOUD PERFORMANCE WITH CONFIDENTIALITY- BASED CLASSIFICATION-AS-A-SERVICE (C2AAS) FOR BIG DATA PROCESSING AND STORAGE -- SmokeEye: An AI-ML based Dehazing and Desmoking System -- HYBRID APPROACH USING DEEP NEURAL NETWORKS FOR LEAF DISEASE DETECTION AND DISEASE MANAGEMENT -- Hybrid Model of SRGAN CNN-LSTM for Classifying Dysgraphia in Primary school children using Handwritten Images -- Securing Evidence in Digital Forensics Using Blockchain -- A Tri-Model Ensemble Approach for Phishing URL Detection using Explainable AI and Hyperparameter Tuning Techniques -- Exploring Advanced Techniques in Evaluating Water Quality Safety: A Comparative Analysis of Machine Learning and XAI Approaches -- Enhancing Medical Imaging: A Holistic Exploration of Precise PCOD Segmentation and Classification using Ensemble Deep Learning Approaches -- Design and Implementation of AI Machine Vision Inspection System with Multi-Optical Images for OLED Film Manufacturing -- Novel Framework for Malicious URL Detector using Enhanced XGBoost -- HealthLink: A Healthcare System Leveraging IoT, Blockchain, and IPFS for Enhanced Data Security -- Brain Tumor Segmentation Using 3D Unet and 3D Autoencoder Contribution -- Exploring Synthetic Data Generation Methods: A Comprehensive Survey -- Safeguarding EVs: A Next-Generation BMS with Integrated Fire Protection -- A QoS Aware RA Algorithm for OFDM Network -- Advancing Video Surveillance Security: Real-Time Threat Detection with Deep Learning.
Contained By:	Springer Nature eBook
標題:	Computer science - Congresses. -
電子資源:	https://doi.org/10.1007/978-981-96-4430-8
ISBN:	9789819644308

Advances in data science and artificial intelligence = proceedings of ERCICA 2024.. Volume 1 /
Advances in data science and artificial intelligenceproceedings of ERCICA 2024.Volume 1 /[electronic resource] :ERCICA 2024edited by L. M. Patnaik, G. T. Raju, N. H. Prasad. - Singapore :Springer Nature Singapore :2025. - x, 543 p. :ill., digital ;24 cm. - Lecture notes in electrical engineering,v. 13991876-1119 ;. - Lecture notes in electrical engineering ;volume 1399..

An Unique Comprehensive Analysis for Detecting Vitamin Deficiencies using Picture Analysis through Image Processing -- Predictive Traffic Management and Deep Learning Based Vehicular Congestion Mitigation -- Comprehensive analysis of Smart Greenhouse Monitoring System -- Cybersecurity Threat Detection of Anomaly based DDoS Attack using Machine Learning -- Deep Learning-Based Biometric Verification in a Secure Cloud Environment -- MOBILE APPLICATION TO DETECT SUGARCANE DAMAGED BILLETS -- Android Security: Genetic Algorithm-Based Malware Detection System -- Fire Detection Using Transformer Based Model -- NFT MARKETPLACE FOR EXCHANGE OF DIGITAL ARTIFACTS USING SMART CONTRACT -- Multi-Facial Recognition using Multitask Cascaded Convolutional Neural Networks -- CROP-CONNECT : Empowering Farmers through Digital Community -- A Novel System for Authentication of Identity Cards using YOLO v5 & YOLO v8 -- Tailored Garment Recommendations Using Computer Vision and Machine Learning -- Brain Diseases Prediction using ML -- ASSISTING VISUALLY CHALLENGED INDIVIDUALS TO DISTINGUISH AUTHENTIC CURRENCY FROM COUNTERFEIT -- Zenify.me - Your AI companion for a happier, healthier you -- IoT-Powered Hydroponics System: A Real-Time Monitoring and Control System -- Robust Human Target Detection And Acquisition -- Software Effort Estimation using AIML and a User-interface: A Comprehensive Literature Review -- A semi-supervised Centroid based Object Tracking in Video surveillance Using Deep Detector and Salience Estimation -- Recognizing personality traits from handwriting with machine learning technique -- Exploring the causes of Maternal mortality in Karnataka and Crafting Strategies for Prevention -- Utilizing Deep Learning Features to Categorize White Blood Cells in Blood Smear Images -- ENHANCING DATA SECURITY AND CLOUD PERFORMANCE WITH CONFIDENTIALITY- BASED CLASSIFICATION-AS-A-SERVICE (C2AAS) FOR BIG DATA PROCESSING AND STORAGE -- SmokeEye: An AI-ML based Dehazing and Desmoking System -- HYBRID APPROACH USING DEEP NEURAL NETWORKS FOR LEAF DISEASE DETECTION AND DISEASE MANAGEMENT -- Hybrid Model of SRGAN CNN-LSTM for Classifying Dysgraphia in Primary school children using Handwritten Images -- Securing Evidence in Digital Forensics Using Blockchain -- A Tri-Model Ensemble Approach for Phishing URL Detection using Explainable AI and Hyperparameter Tuning Techniques -- Exploring Advanced Techniques in Evaluating Water Quality Safety: A Comparative Analysis of Machine Learning and XAI Approaches -- Enhancing Medical Imaging: A Holistic Exploration of Precise PCOD Segmentation and Classification using Ensemble Deep Learning Approaches -- Design and Implementation of AI Machine Vision Inspection System with Multi-Optical Images for OLED Film Manufacturing -- Novel Framework for Malicious URL Detector using Enhanced XGBoost -- HealthLink: A Healthcare System Leveraging IoT, Blockchain, and IPFS for Enhanced Data Security -- Brain Tumor Segmentation Using 3D Unet and 3D Autoencoder Contribution -- Exploring Synthetic Data Generation Methods: A Comprehensive Survey -- Safeguarding EVs: A Next-Generation BMS with Integrated Fire Protection -- A QoS Aware RA Algorithm for OFDM Network -- Advancing Video Surveillance Security: Real-Time Threat Detection with Deep Learning.

This book contains the proceedings from the International Conference on Emerging Research in Computing, Information, Communication, and Applications (ERCICA) 2024. The conference offers an interdisciplinary platform for researchers, professional engineers, scientists, educators, and technologists to discuss, debate, and promote advancements in research and technology across various fields. Key topics covered include the Internet of Things (IoT), wireless communications, image and video processing, parallel and distributed computing, and smart grid applications, among others. This book explores these emerging research areas, providing a valuable resource for both researchers and practicing engineers.

ISBN: 9789819644308

Standard No.: 10.1007/978-981-96-4430-8doiSubjects--Topical Terms:

606819
Computer science
--Congresses.

LC Class. No.: QA75.5

Dewey Class. No.: 004

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