The text comprehensively discusses the representation of visual data and design principles of interactive and dynamic dashboards. It further covers the theoretical concept of inference and machine learning algorithms for making the concepts clear to the reader. The book illustrates important topics such as data testing a parametric hypothesis, data testing a non-parametric hypothesis, exploratory data analysis, outlier detection and interpretation.

This book:

Covers various data analysis tools such as KNIME, RapidMiner, Rstudio, Grafana, and Redash

Discusses the theoretical concept of inference and machine learning algorithms for designing dynamic dashboards

Presents statistical modelling techniques with an emphasis on pattern mining, and pattern relationships

Explains the problem of efficient retrieval of similar time series in large databases to enrich the knowledge of the readers to effectively handle various real-time datasets

Illustrates dimensionality reduction techniques such as principal component analysis, linear discriminant analysis, singular value decomposition, and piecewise vector quantized approximation

It is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communications engineering, computer science and engineering, and information technology.

Acerca del autor

A. Vadivel received his master’s degree in science from NITT. He pursued Masters in Technology and Doctorate of Philosophy from Indian Institute of Technology (IIT), Kharagpur, India. He had 13 years of Technical Experience in Network Engineering & Instrumentation Engineering in IIT-Kharagpur, and sixteen years of teaching experience. Currently he is working as Professor in Department of Artificial Intelligence and Data Science, GITAM School of Technology, GITAM University, Bengaluru, India. He has published papers in more than 120 international journals and conferences. His Research areas are Content-Based Image and Video Retrieval, Multimedia Information Retrieval from Distributed Environment, Medical Image Analysis, Object Tracking in Motion Video and Cognitive Science. He has received Young Scientist Award by Department of Science and Technology, Govt. of India in 2007, Indo-US Research Fellow Award by Indo-US Science and Technology Forum in 2008. Obama-Singh Knowledge Initiative Award in 2013. Under his guidance, five PhD were awarded, and five PhD scholars are pursuing their degree. He is recognized as research supervisor for GITAM University, National Institute of Technology (NIT), Trichy. He has four Indian patents to his credit.

K Meena received her PhD from Manonmaniam Sundaranar University in 2014. She completed her M.E degree in CSE and B.E degree in ECE from Manonmaniam Sundaranar University in the year 2009 and 2002 respectively. She had 20 years of teaching experience in various reputed organizations. Currently, she is working as Professor in the Department of Computer Science and Engineering, GITAM School of Technology, GITAM University, Bengaluru, India. She has published papers in more than 110 international journals and conferences. Her research areas are Biometrics, Machine learning for information retrieval, Computer vision, and Medical Data Analysis. Under her guidance, four PhD were awarded, and five PhD scholars are pursuing their degree. She is recognized as research supervisor for GITAM University, Vel Tech University and Anna University. She has 6 Indian Patents and 1 Australian Patents to her credit.

P. Sumathy received her master’s degree and bachelor’s degree from Bharathidasan University, Trichy She received her PhD from Gandhigram Rural Institute (Deemed to be University), Dindugal. She had 18 years of teaching experience in various reputed organizations. Currently she is working as Assistant Professor of Computer Science Engineering and Applications, Bharathidasan University. She has published papers in more than 70 international journals and conferences. Her Research areas are Content-Based Image and Video Retrieval, Multimedia Information Retrieval from Distributed Environment, Object Tracking in Motion Video and Cognitive Science. Under her guidance, two PhD were awarded, and five PhD scholars are pursuing their degree. She is recognized as research supervisor for Bharathidasan University.

Henry Selvaraj working as Professor in the Department of Electrical and Computer Engineering, University of Nevada, Las Vegas, USA. His research interests include Logic Synthesis, Digital Design, Programmable Devices, Artificial Intelligence, Multiple Valued Functions, Digital Signal Processing, Bio-medical Image Processing, Networks, Path Planning and Object Tracker in Video Sequence. He has 36 years of teaching and research experience. He guided five research scholars in various domains such as Artificial Intelligence, Digital design and video analytics.

P. Shanmugavadivu is currently the Professor and Head, Department of Computer Science and Applications, at The Gandhigram Rural Institute (Deemed to be University), and is involved in Teaching, Research, and Extension. She has 31 years of Academic experience and 22 years of research experience. Her research areas include Medical Image Analysis, Healthcare Analytics, Parallel Computing, Software Engineering and Content-Based Image Retrieval. Under her guidance, TEN PhDs were awarded; presently EIGHT Ph.D. scholars are pursuing their degree. She has published 51 research articles in International Journals and 87 International/National Conferences and 19 book chapters. She has authored two research books and three edited volumes. She serves as an Editorial Board Member of two Journals. She is sanctioned with funded major research projects of UGC, DST, ICMR and PMMMNMTT for an outlay of Rs.2.39 Cr. She serves as the coordinator for her department’s funding schemes, under UGC-SAP DRS-I (Rs.40 Lakhs) and DST-FIST (Rs.45 Lakhs).

Shaila S.G. is a Professor and Chairperson for the Data Science Program in the Department of Computer Science & Engineering. She earned her PhD in Computer Science from National Institute of Technology, Tiruchirapalli, Tamil Nadu for her thesis on “Multimedia Information Retrieval in Distributed System”. She has 17 years of experience in teaching & research in the concerned field. She has worked for Central Power Research Institute as a Trainee Engineer. Later, she worked as a Junior Research Fellow for a project funded by Dept. of Science and Technology (DST), India for a period of 3 years. She has also worked in Indo-US collaborated project in a Student Exchange program for “Obama-Singh Knowledge Initiative Program” in the University of Nevada (UNLV), Las Vegas, United States. She is a certified IBM trainer for the Business Intelligence. Her research areas are Data mining, Information Retrieval, Image Processing and Computational Neuroscience. She has published more than 45 research articles in reputed Journals and Conferences, books and book chapters. She has 11 Indian Patents and 2 Australian Patents.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

The Saint Bookstore has a range of over 1 million titles available.

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

SB ONLINE LTD
50 Devonshire Road, Southport, PR9 7BZ, United Kingdom

Condiciones de venta y env�o

Condiciones de venta

Please order through the Abebooks checkout. We only take orders through Abebooks - We don't take direct orders by email or phone.

Refunds or Returns: A full refund of the purchase price will be given if returned within 30 days in undamaged condition.

As a seller on abebooks we adhere to the terms explained at http://www.abebooks.co.uk/docs/HelpCentral/buyerIndex.shtml - if you require further assistance please email us at orders@thesaintbookstore.co.uk

Derecho a cancelaci�n

Si eres un consumidor puedes cancelar el presente contrato de acuerdo con lo indicado a continuaci�n. Son consumidores las personas f�sicas que act�en con un prop�sito ajeno a su actividad comercial, empresarial, oficio o profesi�n.

Documento de informaci�n al consumidor y usuario sobre el desistimiento

Derecho de desistimiento:

Tienes derecho a desistir del presente contrato en un plazo de 14 d�as naturales sin necesidad de justificaci�n.

El plazo de desistimiento expirar� a los 14 d�as naturales del d�a en que t� o un tercero que hayas indicado, distinto del transportista, adquiera la posesi�n material del �ltimo bien, componente o pieza.

Para ejercer el derecho de desistimiento, deber�s notificarnos a THE SAINT BOOKSTORE, 50 Devonshire Road, PR9 7BZ, Southport, United Kingdom, 44 17042241479, de tu decisi�n de desistir del contrato a trav�s de una declaraci�n inequ�voca (por ejemplo, una carta enviada por correo postal, fax o correo electr�nico). Podr�s utilizar el modelo de formulario de desistimiento que figura a continuaci�n, aunque su uso no es obligatorio. Tienes asimismo la opci�n de cumplimentar y enviar electr�nicamente el modelo de formulario de desistimiento o cualquier otra declaraci�n inequ�voca a trav�s de nuestro sitio web a "Mis pedidos" en "Mi cuenta". Si recurres a esta opci�n, te comunicaremos sin demora en un soporte duradero (por ejemplo, por correo electr�nico) la recepci�n de dicho desistimiento.

Para cumplir el plazo de desistimiento, basta con que la comunicaci�n relativa al ejercicio por tu parte de este derecho sea enviada antes de que venza el plazo correspondiente.

Consecuencias del desistimiento:

En caso de desistimiento por tu parte, te devolveremos todos los pagos recibidos de ti, incluidos los gastos de entrega (con la excepci�n de los gastos adicionales resultantes de la elecci�n por tu parte de una modalidad de entrega diferente a la modalidad menos costosa de entrega ordinaria que ofrezcamos) sin ninguna demora indebida y, en todo caso, a m�s tardar 14 d�as naturales a partir de la fecha en la que se nos informes de tu decisi�n de desistir del presente contrato. Procederemos a efectuar dicho reembolso utilizando el mismo medio de pago empleado por ti para la transacci�n inicial, a no ser que hayas dispuesto expresamente lo contrario; en todo caso, no incurrir�s en ning�n gasto como consecuencia del reembolso.

Podremos retenerte el reembolso hasta haber recibido los bienes, o hasta que hayas presentado una prueba de la devoluci�n de los mismos, seg�n qu� condici�n se cumpla primero. Deber�s devolvernos o entregarnos directamente los bienes a THE SAINT BOOKSTORE, 50 Devonshire Road, PR9 7BZ, Southport, United Kingdom, 44 17042241479, sin ninguna demora indebida y, en cualquier caso, a m�s tardar en el plazo de 14 d�as naturales a partir de la fecha en que nos comuniques tu decisi�n de desistimiento del contrato. Se considerar� cumplido el plazo si efect�as la devoluci�n de los bienes antes de que haya concluido dicho plazo. Deber�s asumir el coste directo de devoluci�n de los bienes. Solo ser�s responsable de la disminuci�n de valor de los bienes resultante de una manipulaci�n distinta a la necesaria para establecer la naturaleza, las caracter�sticas y el funcionamiento de los bienes.

Excepciones al derecho de desistimiento:

La entrega de peri�dicos, publicaciones especializadas o revistas con la excepci�n de contratos de suscripci�n; y
La entrega de contenido digital (incluyendo apps, software digital e-books, MP3, etc.) que no hubiera sido entregado en un medio tangible (por ejemplo: CD o DVD), si al realizar tu pedido has aceptado que podemos proceder al env�o del producto y que no resulta posible su cancelaci�n una vez comienza la entrega.

Modelo de formulario de desistimiento

(S�lo debe cumplimentar y enviar el presente formulario si desea desistir del contrato)

A la atenci�n de: (THE SAINT BOOKSTORE, 50 Devonshire Road, PR9 7BZ, Southport, United Kingdom, 44 17042241479)

Por la presente le comunico/comunicamos* que desisto de mi/desistimos de nuestro* contrato de venta del siguiente bien/prestaci�n del siguiente servicio*

Pedido el/recibido el*:

Nombre del consumidor y usuario o de los consumidores y usuarios:

Domicilio del consumidor y usuario o de los consumidores y usuarios:

Firma del consumidor y usuario o de los consumidores y usuarios (solo si el presente formulario se presenta en papel):

Fecha:

* Eliminar en su caso

Condiciones de env�o

Most orders usually ship within 1-3 business days, but some can take up to 7 days.

Tarifas de env�o de Reino Unido a Estados Unidos de America

Tarifas de env�o de Reino Unido a Estados Unidos de America
Cantidad del pedido	De 7 a 28 d�as h�biles	De 7 a 28 d�as h�biles
Primer art�culo	EUR 20.43	EUR 22.71

Los plazos de entrega los establecen los vendedores y var�an seg�n el transportista y la ubicaci�n. Los pedidos que pasan por la aduana pueden sufrir retrasos y los compradores son responsables de los aranceles o tarifas asociadas. Los vendedores pueden ponerse en contacto con usted en relaci�n con cargos adicionales para cubrir cualquier aumento en los costes de env�o de los art�culos.