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ICT Analysis and Applications = Proceedings of ICT4SD 2020, Volume 2 /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	ICT Analysis and Applications/ edited by Simon Fong, Nilanjan Dey, Amit Joshi.
其他題名:	Proceedings of ICT4SD 2020, Volume 2 /
其他作者:	Joshi, Amit.
面頁冊數:	XXVII, 826 p. 395 illus., 300 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Big Data. -
電子資源:	https://doi.org/10.1007/978-981-15-8354-4
ISBN:	9789811583544

ICT Analysis and Applications = Proceedings of ICT4SD 2020, Volume 2 /
ICT Analysis and ApplicationsProceedings of ICT4SD 2020, Volume 2 /[electronic resource] :edited by Simon Fong, Nilanjan Dey, Amit Joshi. - 1st ed. 2021. - XXVII, 826 p. 395 illus., 300 illus. in color.online resource. - Lecture Notes in Networks and Systems,1542367-3389 ;. - Lecture Notes in Networks and Systems,1.

Analysis and Development of Zero Emission Individual Transportation Vehicles - E-Bike -- Development of a Flood Hazard Prediction Model using Artificial Neural Network -- Design of Cardiovascular Disease Classification using wavelet Transform and Detection using Neural Network -- Detection of Spastic Cerebral Palsy Using Different Techniques in Infants -- Data Security using Directory Server in Identity & Ac-cess Management System -- Deep Learning techniques in Image Description -- Comparative Re-evaluation of Different Single Image Defogging Techniques: A Review -- A Framework for Implementation of Learning Analytics and Education Data Mining in Traditional Learning Environment -- Conceptual framework model for opinion mining for brands in Facebook engagements using machine learning tools -- Capacity Aware Active Monitoring Load balancing Principle for Private Cloud -- Enhanced Performance of Novel Patch Antenna Sub-Array Design for Use in L–Band Ground Station Receiver Terminals Linked to Aerospace Platforms -- Effective Knowledge Discovery using Data Mining Algorithm -- A Smart App for Pothole Detection Using Yolo Model -- Medicare With Machine Learning and Deep Learning -- A Comparative Study of Wireless Technologies Coexistence Mechanisms in IoT: a Survey -- Phishing Website Detection Using Machine Learning -- Engineering in Action -- Adaptive Tuning Parameters for Data Transmission over IEEE-802.15.4 Wireless Sensors Network -- Depth Estimation using Blob detection for Stereo Vision Images -- Internet of Things – Reinventing Business Models of Essential Services -- Augmented Reality in Visual Learning -- A Study and Analysis of Applications of Classical Computing and Quantum Computing: A Survey -- An LSTM Based Fake News Detection System Using Word Embeddings Based Feature Extraction -- Emotion and Depression Detection from Speech -- Comparision Study on Parkinson Diease Dignosis Treatment Classification using Machine Learning Classifier (PDMLC) -- Development of Security Clustering Process for Big Data in Cloud -- Agent Score-Based Intelligent Incident Allocation Engine -- An Efficient Makespan Reducing Task Scheduling Algorithm in Cloud Computing Environment -- Brain related diseases and Role of Electroencephalog-raphy (EEG) in diagnosing brain disorders -- Red Lesion Detection in Retinal Fundus Image for diagnosis of Diabetic Retinopathy -- Automated Detection and Counting of Red-Dots from Digital Fundus Images -- IoT based Patient Health Monitoring: A Comprehensive Survey -- Workflow Management through Database Migration in Cloud Computing Environment -- A Pixel Count approach for Lossy Image Compression -- Firmware Attack detection on IoT Devices using Higher Order Statistical Parameters -- Life Saver Robotic Car for Accidental or Disaster Place Emergency Situation -- Detection of fat in milk using photcon-ductivity and color Detection Tecnique with Smart Billing -- Feature Selection Optimisation Using a Hybrid Genetic Algorithm -- Medical Chatbot for Novel COVID-19 -- Design Lower-limb Exoskeleton -- Detection of Roads in Satellite Images using Deep Learning Technique -- Quantification of Multimillion Offers in ‘next-of-kin’ Unsolicited Bulk Emails -- Prevailing Standards in Requirement-Based Test Case Prioritization: An Overview -- A Novel Ontology Design and Comparative Analysis of various Retrieval Schemes on Education Domain in Protégé -- Similarity Analysis of Legal Documents: A Survey -- Performance enhancement of STATCOM integrated Wind Farm for harmonics mitigation using optimi-zation techniques -- Optimisation of Articulated Vehicular RADAR Antenna Array Parameters using Machine Learning Algorithms -- Tra c Congestion Detection from Twitter using Word2Vec -- Advanced Signal Processing for Ground Penetrating Radar -- E- Commerce in Indian Retail Industry: Its Proliferation and Performance -- Design of a Robot for Health Care Assistance in the times of Covid-19 -- A Brief Survey of Challenge-Response Authentication Mechanisms -- A Model for Automated Food Logging Through Food Recognition and Attribute Estimation Using Deep Learning -- A Deep Learning generative approach for speech to scene generation -- A Comparative Analysis of Genes Responsible for Cata-ract -- A Framework for Banana plantation growth using Blockchain Technology -- Relative study between Technology to Perceive Hand Gestures -- Implementation of Electronic Records Management Systems: Potential and Challenges A Case Study of the Water and Power Development Authority (WAPDA) in Pakistan -- Machine Learning based Approach on Predicting Suicidal Ideation -- Detection of Antisocial Personality based on Social Media Data -- Devising A Novel Means of Introducing Collaborative Decision Making to an Automated Water Bottling Plant to Study the Impact of Positive Drift -- Cluster based ensemble using distributed clustering approach for large categorical data -- New Avenues of Revenue in Indian Cinema -- E-Governance: Implementation of eDistrict Application A Case Study in the District of Kangra, Himachal Pradesh -- Data Mining Techniques to Categorize Single Paragraph Formed Self Narrated Stories -- A Survey of Intelligent Agro-Climate Decision Support Tool for Small-scale Farmers: An Integration of Indigenous Knowledge, Mobile Phone Technology And Smart Sensors -- Effectiveness of Cyberbullying Prevention Strategies in the UAE -- A Comparison Between Adaptive Neuro-Fuzzy Inference System and Autoregressive Integrated Moving Average in Predicting COVID-19 Confirmed Cases in Bangladesh -- Sensing Searching Techniques in Internet of Things: A survey, taxonomy and challenges -- SIGSv2: Enhanced Student ID Generator and Management System -- Motion Control and Sensor Fault Diagnostic Systems For Autonomous Electric Vehicle -- Virtual Simulation and Testing Platform for Self Driving Cars -- Durable Implementation of Multi-Cloud Storage with Assured Integrity for Sensitive Information -- Hidden in Plain Sight: Building a Global Sustainable Development Data Catalogue -- Characterization of Heterogeneous Malware Contagions in Wireless Sensor Networks: A Case of Uniform Random Distribution.

This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 5th International Conference on ICT for Sustainable Development (ICT4SD 2020), held in Goa, India, on 23–24 July 2020. The conference provided a valuable forum for cutting-edge research discussions among pioneering researchers, scientists, industrial engineers, and students from all around the world. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.

ISBN: 9789811583544

Standard No.: 10.1007/978-981-15-8354-4doiSubjects--Topical Terms:

1017136
Big Data.

LC Class. No.: TK1-9971

Dewey Class. No.: 621.382

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Algorithm -- Medical Chatbot for Novel COVID-19 -- Design Lower-limb Exoskeleton -- Detection of Roads in Satellite Images using Deep Learning Technique -- Quantification of Multimillion Offers in ‘next-of-kin’ Unsolicited Bulk Emails -- Prevailing Standards in Requirement-Based Test Case Prioritization: An Overview -- A Novel Ontology Design and Comparative Analysis of various Retrieval Schemes on Education Domain in Protégé -- Similarity Analysis of Legal Documents: A Survey -- Performance enhancement of STATCOM integrated Wind Farm for harmonics mitigation using optimi-zation techniques -- Optimisation of Articulated Vehicular RADAR Antenna Array Parameters using Machine Learning Algorithms -- Tra c Congestion Detection from Twitter using Word2Vec -- Advanced Signal Processing for Ground Penetrating Radar -- E- Commerce in Indian Retail Industry: Its Proliferation and Performance -- Design of a Robot for Health Care Assistance in the times of Covid-19 -- A Brief Survey of Challenge-Response Authentication Mechanisms -- A Model for Automated Food Logging Through Food Recognition and Attribute Estimation Using Deep Learning -- A Deep Learning generative approach for speech to scene generation -- A Comparative Analysis of Genes Responsible for Cata-ract -- A Framework for Banana plantation growth using Blockchain Technology -- Relative study between Technology to Perceive Hand Gestures -- Implementation of Electronic Records Management Systems: Potential and Challenges A Case Study of the Water and Power Development Authority (WAPDA) in Pakistan -- Machine Learning based Approach on Predicting Suicidal Ideation -- Detection of Antisocial Personality based on Social Media Data -- Devising A Novel Means of Introducing Collaborative Decision Making to an Automated Water Bottling Plant to Study the Impact of Positive Drift -- Cluster based ensemble using distributed clustering approach for large categorical data -- New Avenues of Revenue in Indian Cinema -- E-Governance: Implementation of eDistrict Application A Case Study in the District of Kangra, Himachal Pradesh -- Data Mining Techniques to Categorize Single Paragraph Formed Self Narrated Stories -- A Survey of Intelligent Agro-Climate Decision Support Tool for Small-scale Farmers: An Integration of Indigenous Knowledge, Mobile Phone Technology And Smart Sensors -- Effectiveness of Cyberbullying Prevention Strategies in the UAE -- A Comparison Between Adaptive Neuro-Fuzzy Inference System and Autoregressive Integrated Moving Average in Predicting COVID-19 Confirmed Cases in Bangladesh -- Sensing Searching Techniques in Internet of Things: A survey, taxonomy and challenges -- SIGSv2: Enhanced Student ID Generator and Management System -- Motion Control and Sensor Fault Diagnostic Systems For Autonomous Electric Vehicle -- Virtual Simulation and Testing Platform for Self Driving Cars -- Durable Implementation of Multi-Cloud Storage with Assured Integrity for Sensitive Information -- Hidden in Plain Sight: Building a Global Sustainable Development Data Catalogue -- Characterization of Heterogeneous Malware Contagions in Wireless Sensor Networks: A Case of Uniform Random Distribution.
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