Data Management, Analytics and Innovation : Proceedings of ICDMAI 2019, Volume 2 /: Proceedings of ICDMAI 2019, Volume 2. (2019)

• Record Type: Book
• Further Information: Note: Neha Sharma, Amlan Chakrabarti, Valentina Emilia Balas.
• Editors: Sharma, Neha; Chakrabarti, Amlan; Balas, Valentina Emilia
• Contents: Sequence Mining Based Support Vector Machine with Decision Tree Approach for Efficient Time Series Data Classification.- Identifying Phishing through Web Content and addressed Bar-Based Features.- A Unified Framework for Outfit Design and Advice.- Contextual Relevance of ICT-Call Modules and its Role in Promoting Employability Skills among Engineering Students - A Study.- A Clinically Applicable Automated Risk Classification model for Pulmonary Nodules.- A Generalized Ensemble Machine Learning Approach for Landslide Susceptibility Modeling.- Comparative evaluation of AVIRIS-NG and Hyperion hyperspectral image for mineral identification.- Real-Time Scheduling Approach for IoT based Home Automation System.- Floating car data map-matching utilizing Dijkstra algorithm.- Calculating AQI using Secondary Pollutants for Smart Air Management System.- Enhanced Prediction of Heart Disease using Particle Swarm Optimization and Rough Sets with Transductive Support Vector Machines Classifier.- DataCan: Robust approach for Genome Cancer Data Analysis.- DataAutism: An Early Detection Framework of Autism in Infants using Data Science.- AnaBus: A Proposed Sampling Retrieval Model for Business and Historical Data Analytics.- Abrupt Scene Change Detection using block based Local Directional Pattern.- A FRAMEWORK FOR WEB ARCHIVING AND GUARANTEED RETRIEVAL.- Business Intelligence through Big Data Analytics, Data Mining and Machine Learning.- The Effect of Big Data on the Quality of Decision-Making in Abu Dhabi Government Organisations.- The Impact of Technology Readiness on the Big Data Adoption among UAE Organizations.- Sports Data Analytics : A Case Study of Off-field Behavior of Players using Statistical Approach.- Phrase Based Information Retrieval Analysis in Various Search Engines Using Machine Learning Algorithms.- The Politics of Artificial Intelligence Behaviour and Human Rights Violation Issues in 2016 US Presidential Elections: An Appraisal.- Crop Prediction Using Artificial Neural Network and Support Vector Machine.- A Hybrid and Adaptive Approach for Classification of Indian Stock Market Related Tweets.- Generative Adversarial Networks as an Advancement in 2D to 3D Reconstruction Techniques.- Impact of Artificial Intelligence on Human Resources.- Role of Activation functions and order of input sequences in Question-Answering.- GestTalk — RealTime Gesture to Speech Conversion Glove.- Deep Learning Algorithms for Accurate Prediction of Image Description for E-Commerce Industry.- Taj-Shanvi framework for image fusion using Guided Filters.- Effective Classification & Handling of Incoming Data Packets in Mobile Adhoc Networks (MANETs) using Random Forest Ensemble Technique (RF/ET).- Community Structure Identification in Social Networks Inspired By Parliamentary Political Competitions.- An Integrated Technique to Ensure Confidentiality and Integrity in Data Transmission through the Strongest and Authentic Hotspot Selection Mechanism.- ML Model to Improve QoS for selection of healthy channel in Wireless Sensor Network.- Performance Analysis of the Mobile WSN for Efficient localization.
• Publisher Details: Singapore : Springer
• Publication Date: 2019
• Copyright Date: 2020
• Extent: 1 online resource (500 pages)
• Subjects: Engineering; Telecommunication; Big data; Data structures (Computer scienc); Artificial intelligence; Computers -- Database Management -- General; Computers -- Data Modeling & Design; Computers -- Intelligence (AI) & Semantics; Databases; Algorithms & data structures; Artificial intelligence; Technology & Engineering -- Telecommunications; Communications engineering / telecommunications
• Languages: English
• ISBNs: 9789811393648
• Related ISBNs: 9789811393631
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.