Optimization in Machine Learning and Applications. (2020)

• Record Type: Book
• Further Information: Note: Anand J. Kulkarni, Suresh Chandra Satapathy, editors.
• Other Names: Kulkarni, Anand Jayant; Satapathy, Suresh Chandra, 1964-
• Contents: Use of Artificial Neural Network for Abnormality Detection in Medical Images -- Deep Learning Techniques for Crime Hotspot Detection -- Optimization Techniques for Machine Learning -- A Package Including Pre-Processing, Feature Extraction, Feature Reduction, and Classification for MRI Classification -- Predictive Analysis of Lake Water Quality Using an Evolutionary Algorithm -- A Survey on the Latest Development of Machine Learning in Genetic Algorithm and Particle Swam Optimization -- A Hybridized Data Clustering for Breast Cancer Prognosis and Risk Exposure using Fuzzy C-Means and Cohort Intelligence -- Development of Algorithm for Spatial Modelling of Climate Data for Agriculture Management for the Semi-Arid Area of Maharashtra in India -- A Survey on Human Group Activity Recognition by Analyzing Person Action from Video Sequences using Machine Learning Techniques -- Artificial Intelligence in Journalism: A Boon or Bane? -- A Perspective of Artificial Intelligence in Public Relations: The Way Forward -- Roulette Wheel Selection Based Computational Intelligence Technique to Design an Efficient Transmission Policy for Energy Harvesting Sensors.
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 006.3/1; Machine learning -- Mathematics; Algorithms; Computational intelligence; Machine learning; Mathematical optimization; Electronic books
• Languages: English
• ISBNs: 9789811509940; 9811509948
• Related ISBNs: 981150993X; 9789811509933
• 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.