Data science : from research to application /: from research to application. (2020)

• Record Type: Book
• Further Information: Note: Mahdi Bohlouli, Bahram Sadeghi Bigham, Zahra Narimani, Mahdi Vasighi, Ebrahim Ansari, editors.
• Other Names: Bohlouli, Mahdi; Sadeghi Bigham, Bahram; Narimani, Zahra; Vasighi, Mahdi; Ansari, Ebrahim
• Contents: Efficient Cluster Head Selection using the Non-Linear Programming Method for Wireless Sensor Networks -- A New Distributed Ensemble Method with Applications to Machine Learning -- Forecasting Multivariate Time-Series Data Using LSTM and Mini-Batches -- Forecasting of Customer Behavior using Time Series Analysis -- Using Augmented Genetic Algorithm for Search-Based Software Testing -- A Novel Topological Descriptor for ASL -- Extracting Cellphone users' Stay Locations by Multiple-Steps Clustering Approach.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Extent: 1 online resource (350 pages)
• Subjects: 005.7; Big data; Machine learning; Data mining; Quantitative research; Big data; Data mining; Machine learning; Quantitative research; Electronic books
• Languages: English
• ISBNs: 9783030373092; 3030373096; 9783030373108
• Related ISBNs: 9783030373085; 3030373088; 303037310X
• Notes: Note: Print version record.
• 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.