Big data applications and use cases. (2016)

• Record Type: Book
• Further Information: Note: Patrick C. K. Hung, editor.
• Editors: Hung, Patrick C. K
• Contents: Introduction to Big Data -- A Bloom Filter-based Approach for Supporting the Representation and Membership Query of Multidimensional Dataset -- Automatic Speech and Singing Discrimination for Audio Data Indexing -- Exploring the Feature Selection-based Data Analytics Solutions for Text Mining Online Communities by Investigating the Influential Factors -- A Case Study of Programming CQA in Stack Overflow -- Temporal Event Tracing on Big Healthcare Data Analytics -- Unstructured Data, NoSQL, and Terms Analytics -- VLAB-C: Collaborative Virtual Laboratory in Cloud Computing and its Applications -- A Crowdsourcing Social Network Service for Social Enterprise Innovation -- Self-adaptive Parameters Optimization for Incremental Classification in Big Data Using Neural Network -- VLAB-C: Collaborative Virtual Laboratory in Cloud Computing and its Applications -- Case Studies of Government Use of Big Data in Latin America: Brazil and Mexico. .
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (vi, 214 pages), illustrations (some color)
• Subjects: 005.7; Computer science; Big data; Big data; COMPUTERS / Databases / General; Business & Economics -- Information Management; Business mathematics & systems; Database management; Information technology; Computers -- Database Management -- General; Databases; Electronic books
• Languages: English
• ISBNs: 9783319301464; 3319301462
• Related ISBNs: 9783319301440
• Notes: Note: ReferencesAutomatic Speech and Singing Discrimination for Audio Data Indexing; 1 Introduction; 2 An Intuitive Approach Based on Speech Recognition; 3 Proposed Approach; 3.1 Timbre-Based Feature Extraction and Modeling; 3.2 Pitch-Based Feature Extraction; 4 Experiments; 4.1 Voice Data; 4.2 Experiment Results; 4.2.1 Evaluation of the Speech-Recognition-Based Discrimination System; 4.2.2 Evaluation of the Proposed Speech/Singing Discrimination System; 5 Conclusion; References; Note: Online resource; title from PDF title page (SpringerLink, viewed May 26, 2016).
• 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.