ICT Analysis and Applications (eBook, PDF)

Proceedings of ICT4SD 2020, Volume 2

• Format: PDF

Produktbeschreibung

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.

Produktdetails

• Verlag: Springer Singapore
• Erscheinungstermin: 15. Dezember 2020
• Englisch
• ISBN-13: 9789811583544
• Artikelnr.: 60763290

Autorenporträt

Simon Fong graduated from La Trobe University, Australia, B.Eng. Computer Systems degree and a Ph.D. Computer Science degree in 1993 and 1998, respectively. Simon is now working as an Associate Professor at the University of Macau, China. Prior to his academic career, Simon held various managerial and technical positions, such as systems engineer, IT consultant, and e-commerce director in Australia and Asia. Dr. Fong has published over 300 international conference and peer-reviewed journal papers, mostly in the areas of data mining and optimization algorithms.
Nilanjan Dey is an Assistant Professor at the Department of Information Technology, Techno India College of Technology, India. He has authored/edited more than 75 books with Springer, Elsevier, Wiley, and CRC Press and published more than 300 peer-reviewed research papers. Dr. Dey is the Editor-in-Chief of the International Journal of Ambient Computing and Intelligence; a Series Co-Editor of SpringerTracts in Nature-Inspired Computing (STNIC); and a Series Co-Editor of Advances in Ubiquitous Sensing Applications for Healthcare, Elsevier. Amit Joshi is currently the Director of Global Knowledge Research Foundation, also an Entrepreneur & Researcher who has completed his Masters and research in the areas of cloud computing and cryptography in medical imaging. Dr. Joshi has an experience of around 10 years in academic and industry in prestigious organizations. Dr. Joshi is an active member of ACM, IEEE, CSI, AMIE, IACSIT, Singapore, IDES, ACEEE, NPA, and many other professional societies. Currently, Dr. Joshi is the International Chair of InterYIT at International Federation of Information Processing (IFIP, Austria). He has presented and published more than 50 papers in national and international journals/conferences of IEEE and ACM. Dr. Joshi has also edited more than 40 books which are published by Springer, ACM, and other reputed publishers. Dr. Joshi has also organized more than 50 national and international conferences and programs in association with ACM, Springer, and IEEE to name a few across different countries including India, UK, Europe, USA, Canada, Thailand, Egypt, and many more.

Inhaltsangabe

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 ofSecurity 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 Chatbotfor 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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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 ofSecurity 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 Chatbotfor 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.