数量xvii, 325 pages : ; 24 cm.
寄与者edited by Qurban A Memon, Shakeel Ahmed Khoja.
一般注記Part I Data Science: Theory, Concepts, and Algorithms -- Framework for Visualization of GeoSpatial Query Processing by Integrating MongoDB with Spark / S.Vasavi, P.Vamsi Krishna, Anu A. Gokhale -- A Study on Meta-heuristic based Neural Networks for Image Segmentation Purposes / Navid Razmjooy, Vania V. Estrela, Hermes J. Loschi -- Study and Analysis of a Feature Subset Selection Technique using Penguin Search Optimization Algorithm / Agnip Dasgupta, Ardhendu Banerjee, Aniket Ghosh Dastidar, Antara Barman, Sanjay Chakraborty -- A Physical Design Strategy on a NoSQL DBMS / Marcos Jota, Marlene Goncalves, Ritces Parra -- Large-Scale Distributed Stream Data Collection Schemes / Tomoya Kawakami, Tomoki Yoshihisa, and Yuuichi Teranishi -- Part II Data Design and Analysis -- Big Data Analysis and Management in Healthcare / R.Dhaya, R.Kanthavel, Fahad Algarni, M.Devi -- Healthcare Analytics: A Case Study Approach using the Framingham Heart Study / Carol Hargreaves -- Bioinformatics Analysis of Dysfunctional (mutated) Proteins of Cardiac Ion Channels Underlying the Brugada Syndrome / Carlos Polanco, Manlio F. Márquez, Vladimir N. Uversky, Thomas Buhse, and Miguel Arias Estrada -- Discrimination of Healthy Skin, Superficial Epidermal Burns and Full-thickness Burns from 2D-Coloured Images Using Machine Learning / Aliyu Abubakar, Hassan Ugail, Ali Maina Bukar, Kirsty M. Smith -- A Study and Analysis of an Emotion Classification and State Transition System in Brain Computer Interfacing / Subhadip Pal, Shailesh Shaw, Tarun Saurabh, Yashwant Kumar, Sanjay Chakraborty -- Part III Applications and New Trends in Data Science -- Comparison of Gradient and Textural Features for Writer Retrieval in Handwritten Documents / Mohamed Lamine Bouibed, Hassiba Nemmour and Youcef Chibani -- A Supervised Guest Satisfaction Classification with Reviews Text and Ratings / Himanshu Sharma, Aakash and Anu G. Aggarwal -- Sentiment Analysis for Decision Making Using Machine Learning Algorithms / Mohamed Alloghani, Thar Baker, Abir Hussain, Mohammed Khalaf, Jamila Mustafina, Mohammed Al-Khafajiy -- Deep Learning Model: Emotion Recognition from Continuous Action Video / R. Santhosh kumar, M. Kalaiselvi Geetha.