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 #  AuthorTitleAccn#YearItem Type Claims
11 Bond, Howard E Planets, Stars and Stellar Systems I07293 2013 eBook  
12 Takayasu, Misako Econophysics Approaches to Large-Scale Business Data and Financial Crisis I06191 2010 eBook  
13 Cristelli, Matthieu Complexity in Financial Markets I06187 2014 eBook  
14 Kohonen, Teuvo Self-Organizing Maps I03802 1997 eBook  
15 Christopher M. Bishop Pattern recognition and machine learning 026213 2011 Book  
16 Luis Manuel Sarro (ed.) Astrostatistics and data mining: Proceedings of the Astrostatistics and Data Mining in Large Astronomical Databases conference a 025409 2012 Book  
17 Russell K. Anderson Visual data mining: Visminer Approach 025015 2013 Book  
18 Kenneth D. Lawrence (ed.) Data mining methods and applications 023418 2010 Book  
19 Margaret H. Dunham Data mining: Introductory and advanced topics 022900 2006 Book  
20 Larry Wasserman All of nonparametric statistics 021180 2006 Book  
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11.    
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TitlePlanets, Stars and Stellar Systems : Volume 2: Astronomical Techniques, Software, and Data
Author(s)Bond, Howard E
PublicationDordrecht, Springer Netherlands, 2013.
Description38 illus. in color. eReference : online resource
Abstract NoteThis is volume 2 of Planets, Stars and Stellar Systems, a six-volume compendium of modern astronomical research, covering subjects of key interest to the main fields of contemporary astronomy. This volume on ???Astronomical Techniques, Software, and Data??? edited by Howard E. Bond presents accessible review chapters on Astronomical Photometry, Astronomical Spectroscopy, Infrared Astronomy Fundamentals, Astronomical Polarimetry: Polarized Views of Stars and Planets, Sky Surveys,Techniques of Radio Astronomy,Radio and Optical Interferometry: Basic Observing Techniques and Data Analysis, Absolute Calibration of Spectrophotometric Standard Stars,Virtual Observatories, Data Mining, and Astroinformatics, Statistical Methods for Astronomy, Numerical Techniques in Astrophysics . All chapters of the handbook were written by practicing professionals. They include sufficient background material and references to the current literature to allow readers to learn enough about a specialty within astronomy, astrophysics and cosmology to get started on their own practical research projects. In the spirit of the series Stars and Stellar Systems published by Chicago University Press in the 1960s and 1970s, each chapter of Planets, Stars and Stellar Systems can stand on its own as a fundamental review of its respective sub-discipline, and each volume can be used as a textbook or recommended reference work for advanced undergraduate or postgraduate courses. Advanced students and professional astronomers in their roles as both lecturers and researchers will welcome Planets, Stars and Stellar Systems as a comprehensive and pedagogical reference work on astronomy, astrophysics and cosmology
ISBN,Price9789400756182
Keyword(s)1. Astronomy, Observations and Techniques 2. Astronomy???Observations 3. DATA MINING 4. Data Mining and Knowledge Discovery 5. EBOOK 6. EBOOK - SPRINGER 7. MICROWAVES 8. Microwaves, RF and Optical Engineering 9. Numerical and Computational Physics, Simulation 10. Observations, Astronomical 11. OPTICAL ENGINEERING 12. PHYSICS 13. Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences 14. Statistics??
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I07293     On Shelf    

12.     
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TitleEconophysics Approaches to Large-Scale Business Data and Financial Crisis : Proceedings of Tokyo Tech-Hitotsubashi Interdisciplinary Conference + APFA7
Author(s)Takayasu, Misako;Watanabe, Tsutomu;Takayasu, Hideki
PublicationTokyo, Springer Japan, 2010.
DescriptionXI, 315 p : online resource
Abstract NoteIn recent years, as part of the increasing ???informationization??? of industry and the economy, enterprises have been accumulating vast amounts of detailed data such as high-frequency transaction data in nancial markets and point-of-sale information onindividualitems in theretail sector. Similarly,vast amountsof data arenow ava- able on business networks based on inter rm transactions and shareholdings. In the past, these types of information were studied only by economists and management scholars. More recently, however, researchers from other elds, such as physics, mathematics, and information sciences, have become interested in this kind of data and, based on novel empirical approaches to searching for regularities and ???laws??? akin to those in the natural sciences, have produced intriguing results. This book is the proceedings of the international conference THICCAPFA7 that was titled ???New Approaches to the Analysis of Large-Scale Business and E- nomic Data,??? held in Tokyo, March 1???5, 2009. The letters THIC denote the Tokyo Tech (Tokyo Institute of Technology)???Hitotsubashi Interdisciplinary Conference. The conference series, titled APFA (Applications of Physics in Financial Analysis), focuses on the analysis of large-scale economic data. It has traditionally brought physicists and economists together to exchange viewpoints and experience (APFA1 in Dublin 1999, APFA2 in Liege ` 2000, APFA3 in London 2001, APFA4 in Warsaw 2003, APFA5 in Torino 2006, and APFA6 in Lisbon 2007). The aim of the conf- ence is to establish fundamental analytical techniques and data collection methods, taking into account the results from a variety of academic disciplines
ISBN,Price9784431538530
Keyword(s)1. COMPLEX SYSTEMS 2. DATA MINING 3. Data Mining and Knowledge Discovery 4. DYNAMICAL SYSTEMS 5. EBOOK 6. EBOOK - SPRINGER 7. ECONOMETRICS 8. PROBABILITIES 9. Probability Theory and Stochastic Processes 10. STATISTICAL PHYSICS 11. Statistical Physics and Dynamical Systems 12. Statistics for Business, Management, Economics, Finance, Insurance 13. Statistics??
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13.     
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TitleComplexity in Financial Markets : Modeling Psychological Behavior in Agent-Based Models and Order Book Models
Author(s)Cristelli, Matthieu
PublicationCham, Springer International Publishing, 2014.
DescriptionXIX, 216 p : online resource
Abstract NoteTools and methods from complex systems science can have a considerable impact on the way in which the quantitative assessment of economic and financial issues is approached, as discussed in this thesis. First????it is shown??that the self-organization of financial markets is a crucial factor in the understanding of their dynamics. In fact, using an agent-based approach, it is argued that financial markets??? stylized facts appear only in the self-organized state. Secondly, the thesis points out the potential of so-called big data science for financial market modeling, investigating how web-driven data can??yield a picture of??market activities:?? it has been found that web query volumes anticipate trade volumes. As a third achievement, the metrics developed here??for country competitiveness and product complexity is groundbreaking in??comparison to mainstream theories of economic growth and technological development. A key element in assessing the intangible variables determining the success of countries in the present globalized economy is represented by the diversification of the productive basket of countries. The comparison between the level of complexity of a country's productive system?? and economic indicators such as the GDP per capita discloses its hidden growth potential
ISBN,Price9783319007236
Keyword(s)1. COMPLEX SYSTEMS 2. DATA MINING 3. Data Mining and Knowledge Discovery 4. Data-driven Science, Modeling and Theory Building 5. EBOOK 6. EBOOK - SPRINGER 7. ECONOMIC THEORY 8. Economic Theory/Quantitative Economics/Mathematical Methods 9. ECONOPHYSICS 10. GAME THEORY 11. Game Theory, Economics, Social and Behav. Sciences 12. Sociophysics 13. SYSTEM THEORY
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I06187     On Shelf    

14.     
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TitleSelf-Organizing Maps
Author(s)Kohonen, Teuvo
PublicationBerlin, Heidelberg, Springer Berlin Heidelberg, 1997.
DescriptionXVII, 426 p : online resource
Abstract NoteSelf-Organizing Maps deals with the most popular artificial neural-network algorithm of the unsupervised-learning category, viz. the Self-Organizing Map (SOM). As this book is the main monograph on the subject, it discusses all the relevant aspects ranging from the history, motivation, fundamentals, theory, variants, advances, and applications, to the hardware of SOMs. An extensive literature survey of over 2000 contemporary studies is included. Thus, answers to the most frequently asked questions relating to this topic can be found in this volume. The subject is presented in a didactive manner and only a general theoretical background is required. The reader will be guided by the many case studies to the very frontier of modern research in this area
ISBN,Price9783642979668
Keyword(s)1. ARTIFICIAL INTELLIGENCE 2. Biological and Medical Physics, Biophysics 3. BIOLOGICAL PHYSICS 4. BIOPHYSICS 5. Communications Engineering, Networks 6. DATA MINING 7. Data Mining and Knowledge Discovery 8. EBOOK 9. EBOOK - SPRINGER 10. ELECTRICAL ENGINEERING 11. MATHEMATICS 12. Mathematics, general 13. Neurosciences
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
I03802     On Shelf    

15.     
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TitlePattern recognition and machine learning
Author(s)Christopher M. Bishop
PublicationNew York, Springer, 2011.
Descriptionxx, 738
ISBN,Price9780387310732 : Rs.3399
Classification621.397.3:681.3
Keyword(s)1. BIOINFORMATICS 2. COMPUTER SCIENCE 3. COMPUTER VISION 4. DATA MINING 5. MACHINE LEARNING 6. NKN PROJECT 7. SIGNAL PROCESSING 8. STATISTICS
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
026213   621.397.3:681.3/BIS/026213  Issued PP07: Prasia P. 11/Dec/2022
PP0019   621.397.3:681.3/BIS/PP0019  Issued AK01: Ajit Kembhavi 12/Jun/2022

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16.     
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TitleAstrostatistics and data mining: Proceedings of the Astrostatistics and Data Mining in Large Astronomical Databases conference and school held in La Palma in 2011
Author(s)Luis Manuel Sarro (ed.);Laurent Eyer (ed.);William O'Mullane (ed.);Joris De Ridder (ed.)
PublicationNew York, Springer, 2012.
Descriptionxi, 270p.
Series(Springer Series in Astrostatistics)
Abstract NoteThis volume provides an overview of the field of Astrostatistics understood as the sub-discipline dedicated to the statistical analysis of astronomical data. It presents examples of the application of the various methodologies now available to current open issues in astronomical research. The technical aspects related to the scientific analysis of the upcoming petabyte-scale databases are emphasized given the importance that scalable Knowledge Discovery techniques will have for the full exploitation of these databases. Based on the 2011 Astrostatistics and Data Mining in Large Astronomical Databases conference and school, this volume gathers examples of the work by leading authors in the areas of Astrophysics and Statistics, including a significant contribution from the various teams that prepared for the processing and analysis of the Gaia data.
ISBN,Price9781461433224 : Euro 99.95(HB)
Classification52-17: 681.324
Keyword(s)1. ASTROSTATISTICS 2. DATA MINING 3. STATISTICAL ANALYSIS
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025409   52-17: 681.324/SAR/025409  On Shelf    

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17.     
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TitleVisual data mining: Visminer Approach
Author(s)Russell K. Anderson
PublicationChichester, John Wiley and Sons, 2013.
Descriptionx, 196p.
Abstract NoteData mining has been defined as the search for useful and previously unknown patterns in large datasets, yet when faced with the task of mining a large dataset, it is not always obvious where to start and how to proceed. This book introduces a visual methodology for data mining demonstrating the application of methodology along with a sequence of exercises using VisMiner. VisMiner has been developed by the author and provides a powerful visual data mining tool enabling the reader to see the data that they are working on and to visually evaluate the models created from the data.
ISBN,Price978119967545 : US $75.00(HB)
Classification681.324DATAMINING
Keyword(s)1. DATA MINING 2. INFORMATIONS VISUALIZATION 3. VISMINER
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
025015   681.324DATAMINING/AND/025015  On Shelf    

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18.     
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TitleData mining methods and applications
Author(s)Kenneth D. Lawrence (ed.);Stephan Kudyba (ed.);Ronald K. Klimberg (ed.)
PublicationBoca Raton, Auerbach Publications, 2010.
Descriptionxxi, 309p.
Abstract NoteData Mining Methods and Applications supplies organizations with the data management tools that will allow them to harness the critical facts and figures needed to improve their bottom line. Drawing from finance, marketing, economics, science, and healthcare.
ISBN,Price9780849385223 : Rs. 495.00(PB)
Classification681.324DATAMINING
Keyword(s)DATA MINING
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
023418   681.324DATAMINING/LAW/023418  On Shelf    

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19.     
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TitleData mining: Introductory and advanced topics
Author(s)Margaret H. Dunham
PublicationNew Delhi, Pearson Education, 2006.
Descriptionxv, 311p.
Abstract NoteIn this book the author provides the reader with a comprehensive coverage of data mining topics and algorithms. Data base perspective is maintained throughout the book which provides students with a focused discussion of algorithms, data structures, data types and complexity of algorithms and space. It also emphasizes the use of data mining concepts in real-world applications with large database components.
ISBN,Price9788177587852 : Rs. 275.00(PB)
Classification681.324DATAMINING
Keyword(s)1. ALGORITHMS 2. COMPLEXITY OF ALGORITHMS 3. DATA MINING 4. DATA STRUCTURE 5. DATA TYPE
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
022900   681.324DATAMINING/DUN/022900  On Shelf    

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20.    
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TitleAll of nonparametric statistics
Author(s)Larry Wasserman
PublicationNew York, Springer, 2006.
Descriptionxii, 268pp.
Series(Springer texts in statistics)
Contents NoteThe book covers a wide range of topics including the bootstrap, the nonparametric delta method, nonparametric regression, density estimation, orthogonal function methods, minimax estimation, nonparametric confidence sets and wavelets.
ISBN,Price0-387-25145-6 : Euro 64.95
Classification519.22
Keyword(s)1. BOOTSTRAPPING 2. DATA MINING 3. EBOOK 4. EBOOK - SPRINGER 5. NONPARAMETRIC REGRESSION 6. NONPARAMETRIC STATISTICS
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
021180   519.22/WAS/021180  On Shelf    
I11978   519.22/WAS/  On Shelf    

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