Recent developments in machine learning and data analytics : IC3 2018 /: IC3 2018. ([2019])

• Record Type: Book
• Further Information: Note: Jugal Kalita [and 3 others] editors.
• Editors: Kalita, Jugal
• Contents: Chapter 1: MaNaDAC:An Effective Alert CorrelationMethod.- Chapter 2:WSD for Assamese Language.- Chapter 3: Fuzzy Clustering with Ensemble Classificationtechniques to improve the Customer ChurnPrediction in Telecommunication Sector.- Chapter 4:Interval-valued complex fuzzy concept lattice and its granular decomposition.- Chapter 5:SBFP-growth: A Step to remove the bottleneck of FP-tree.- Chapter 6:Combining Multi-level Contexts of Superpixelusing Convolutional Neural Networks to performNatural Scene Labeling.- Chapter 7:A fast Algorithm for AutomaticSegmentation of Pancreas Histological Images for Glucose Intolerance Identification.- Chapter 8:Aptitude Question Paper Generator and Answer Verification System.- Chapter 9:Elephant Herding Algorithm for Clustering.- Chapter 10:Affinity Maturation of Homophones in Word-Level Speech Recognition.- Chapter 11:Fusion based Underwater Image Enhancement by Weight Map Techniques.- Chapter 12:IoT Enabled Ubiquitous Healthcare Data Acquisition and Monitoring System for Personal and Medical usage Powered by Cloud Application: An Architectural Overview.- Chapter 13:Analysis and Prediction of City ScaleTransportation System Using XGBOOSTTechnique.- Chapter 14:Sensor Selection and Data Fusion Approach for IoT Applications.- Chapter 15:An overview of Hadoop Mapreduce, Spark and Scala-ble Graph Processing Architecture.- Chapter 16:Analyzing Social Trend towards Girl Child in India: A Machine Intelligence based Approach.
• Publisher Details: Singapore : Springer Science and Business Media Springer
• Publication Date: 2019
• Extent: 1 online resource, illustrations (some color)
• Subjects: 006.3/1; Engineering; Machine learning; COMPUTERS -- General; Computers -- Database Management -- Data Mining; Computers -- Computer Graphics; Data mining; Image processing; Data mining; Computer vision; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9789811312809
• Related ISBNs: 981131280X; 9789811312793
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed September, 18, 2018).
• 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.