Big Data, Mining, and Analytics: Components of Strategic Decision Making

Introduction to the Big Data Era Stephan Kudyba and Matthew Kwatinetz Information Creation through Analytics Stephan Kudyba Big Data Analytics-Architectures, Implementation Methodology, and Tools Wullianallur Raghupathi and Viju Raghupathi Data Mining Methods and the Rise of Big Data Wayne Thompson Data Management and Model Creation Process of Structured Data for Mining and Analytics Stephan Kudyba The Internet: A Source of New Data for Mining in Marketing Robert Young Mining and Analytics in E-Commerce Stephan Kudyba Streaming Data in the Age of Big Data Billie Anderson and J. Michael Hardin Using CEP for Real-Time Data Mining Steven Barber Transforming Unstructured Data into Useful Information Meta S. Brown Mining Big Textual Data Ioannis Korkontzelos The New Medical Frontier: Real-Time Wireless Medical Data Acquisition for 21st-Century Healthcare and Data Mining Challenges David Lubliner and Stephan Kudyba

[1]  Sophia Ananiadou,et al.  Text Mining for Biology And Biomedicine , 2005 .

[2]  Bing Liu,et al.  Sentiment Analysis and Subjectivity , 2010, Handbook of Natural Language Processing.

[3]  Jeonghee Yi,et al.  Sentiment analysis: capturing favorability using natural language processing , 2003, K-CAP '03.

[4]  P. Langley The cognitive systems paradigm , 2012 .

[5]  Hiroshi Nakagawa Automatic term recognition based on statistics of compound nouns , 2000 .

[6]  Sarah E. Michalak,et al.  Developing Systems for Real-Time Streaming Analysis , 2012 .

[7]  Éric Gaussier,et al.  Towards Automatic Extraction of Monolingual and Bilingual Terminology , 1994, COLING.

[8]  Ulf-Dietrich Reips,et al.  "Big Data" : big gaps of knowledge in the field of internet science , 2012 .

[9]  Irene Pala,et al.  BMC Medical Informatics and Decision Making , 2014, BMC Medical Informatics and Decision Making.

[10]  Tingting Mu,et al.  ASCOT: a text mining-based web-service for efficient search and assisted creation of clinical trials , 2012, BMC Medical Informatics and Decision Making.

[11]  Gustavo Alonso,et al.  Flexible and scalable storage management for data-intensive stream processing , 2009, EDBT '09.

[12]  Andrei Sorin Sabau Survey of Clustering Based Financial Fraud Detection Research , 2012 .

[13]  Gilad Mishne,et al.  Finding high-quality content in social media , 2008, WSDM '08.

[14]  Stephan Kudyba,et al.  Identifying factors that impact patient length of stay metrics for healthcare providers with advanced analytics , 2010, Health Informatics J..

[15]  Marti A. Hearst Automated Discovery of WordNet Relations , 2004 .

[16]  D. Twieg The k-trajectory formulation of the NMR imaging process with applications in analysis and synthesis of imaging methods. , 1983, Medical physics.

[17]  Daniel Jurafsky,et al.  Distant supervision for relation extraction without labeled data , 2009, ACL.

[18]  Markham J. Geller,et al.  Ancient Babylonian medicine : theory and practice , 2010 .

[19]  Paul Zikopoulos,et al.  Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data , 2011 .

[20]  Fionn Murtagh,et al.  DOMAIN ONTOLOGY : AUTOMATICALLY EXTRACTING AND STRUCTURING COMMUNITY LANGUAGE FROM TEXTS , 2007 .

[21]  Ioannis Korkontzelos,et al.  Reviewing and Evaluating Automatic Term Recognition Techniques , 2008, GoTAL.

[22]  R. Jain,et al.  Fractal Characteristics of Tumor Vascular Architecture During Tumor Growth and Regression , 1997, Microcirculation.

[23]  Helmut Krcmar,et al.  Big Data , 2014, Wirtschaftsinf..

[24]  Satoshi Sato,et al.  Compiling French-Japanese Terminologies from the Web , 2006, EACL.

[25]  Dietrich Rebholz-Schuhmann,et al.  UKPMC: a full text article resource for the life sciences , 2011, Nucleic Acids Res..

[26]  Halil Kilicoglu,et al.  Syntactic Dependency Based Heuristics for Biological Event Extraction , 2009, BioNLP@HLT-NAACL.

[27]  Yong Guan,et al.  Detecting Click Fraud in Pay-Per-Click Streams of Online Advertising Networks , 2008, 2008 The 28th International Conference on Distributed Computing Systems.

[28]  Keiji Fukuda,et al.  Mortality associated with influenza and respiratory syncytial virus in the United States. , 2003, JAMA.

[29]  Barbara Rosario,et al.  Classifying Semantic Relations in Bioscience Texts , 2004, ACL.

[30]  S. Ljunggren A simple graphical representation of fourier-based imaging methods , 1983 .

[31]  Oren Etzioni,et al.  Open Information Extraction from the Web , 2007, CACM.

[32]  S. Weingarten,et al.  Influenza surveillance in an acute-care hospital. , 1988, Archives of internal medicine.

[33]  Jeremy Ginsberg,et al.  Detecting influenza epidemics using search engine query data , 2009, Nature.

[34]  Hideki Mima,et al.  Automatic recognition of multi-word terms:. the C-value/NC-value method , 2000, International Journal on Digital Libraries.

[35]  Dmitry Zelenko,et al.  Kernel Methods for Relation Extraction , 2002, J. Mach. Learn. Res..

[36]  Sophia Ananiadou,et al.  Extracting semantically enriched events from biomedical literature , 2012, BMC Bioinformatics.

[37]  Erik Brynjolfsson,et al.  Big data: the management revolution. , 2012, Harvard business review.

[38]  Lillian Lee,et al.  Opinion Mining and Sentiment Analysis , 2008, Found. Trends Inf. Retr..

[39]  George A. Miller,et al.  WordNet: A Lexical Database for English , 1995, HLT.

[40]  Doug Downey,et al.  Unsupervised named-entity extraction from the Web: An experimental study , 2005, Artif. Intell..

[41]  Edward H. Shortliffe,et al.  From certainty factors to belief networks , 1992, Artif. Intell. Medicine.

[42]  Jakub Piskorski,et al.  Real-Time News Event Extraction for Global Crisis Monitoring , 2008, NLDB.

[43]  Calvin KY Cheng,et al.  Digital Dashboard Design Using Multiple Data Streams for Disease Surveillance With Influenza Surveillance as an Example , 2011, Journal of medical Internet research.

[44]  Donald B. Redford,et al.  The Oxford Encyclopedia of Ancient Egypt , 2002 .

[45]  Stan Matwin,et al.  Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity , 2006, Canadian AI.

[46]  Steven Skiena,et al.  Large-Scale Sentiment Analysis for News and Blogs (system demonstration) , 2007, ICWSM.

[47]  Stelios Piperidis,et al.  A Hybrid Technique for Automatic Term Extraction , 2000 .

[48]  Glezen Wp,et al.  SERIOUS MORBIDITY AND MORTALITY ASSOCIATED WITH INFLUENZA EPIDEMICS , 1982 .