1MorrisThe Origin of Lungs, a Chapter in Evolution
1My E-Tickets
2PaulsonPeasant Struggles and International Solidarity: The Case of Chiapas
2Weiss and IndurkhyaPredictive data mining: a practical guide
0Bourgoin and SmithBig Data–Better Returns, Leveraging Your Hidden Data Assets to Improve ROI
1DonthaThe Origins of Big Data
1Who actually coined the term Big Data
2MasheyBig Data ... and the Next Wave of InfraStress
1BanerjeeWho coined the term Big Data?
1Predictive Data Mining - 1st Edition
2DoctorowBig data: Welcome to the petacentre
2NelsonBig data: The Harvard computers
1Fan and BifetMining Big Data: Current Status, and Forecast to the Future
0DieboldBig Data Dynamic Factor Models for Macroeconomic Measurement and Forecasting
2Diebold’Big Data’Dynamic factor models for macroeconomic measurement and forecasting
2DieboldOn the Origin(s) and Development of the Term 'Big Data'
1CongressAdvances in Economics and Econometrics: Theory and Applications, Eighth World Congress
2LynchBig data: How do your data grow?
2Frankel and ReidBig data: Distilling meaning from data
1LohrThe Origins of 'Big Data': An Etymological Detective Story
1Big data
1Yoshimi and KittlerTowards an Ontology of Media
1CrawfordThe Hidden Biases in Big Data
2boyd and CrawfordCritical Questions for Big Data
1BoellstorffMaking big data, in theory
1Randal Bryant, Randy H. Katz and Edward D. Lazowska, “Big-Data Computing: Creating Revolutionary Breakthroughs in Commerce, Science and Society,” December 2008, pp. 1-15, at - Google Search
1Bollier and FirestoneThe Promise and Peril of Big Data
4Manyika et al.Big Data: The Next Frontier for Innovation, Competition, and Productivity
1Laney3D data management: Controlling data volume, velocity and variety
1PinkerThe Blank Slate: The Modern Denial of Human Nature
1O'ReillyWhat Is Web 2.0
2NorvigColorless green ideas learn furiously: Chomsky and the two cultures of statistical learning
1Bryson et al.Visually Exploring Gigabyte Data Sets in Real Time
1PressA Very Short History Of Big Data
1van RijmenamA Short History Of Big Data
1Find @ U.Va. - Discover online articles and journals - University of Virginia Library
1HarmanPrinciples of the statistical theory of communication.
1EganMessage Repetition, Operating Characteristics, and Confusion Matrices in Speech Communication
2Hanley and McNeilThe meaning and use of the area under a receiver operating characteristic (ROC) curve.
0HumphreysWhy Propensities Cannot be Probabilities
1Delahaye and GauvritCulturomics: Le numérique et la culture
1MorettiDistant Reading
1MorettiGraphs, Maps, Trees: Abstract Models for a Literary History
1JockersMacroanalysis: Digital Methods and Literary History
1Rockwell and SinclairHermeneutica: Computer-Assisted Interpretation in the Humanities
0RamsayReading machines: toward an algorithmic criticism
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2LombardiMining the Cloud of Witness: Inferring the Prestige of Saints from Medieval Paintings
2SmithWhat Was “Close Reading”? A Century of Method in Literary Studies
1BoyerDigital Expertise in Online Journalism (and Anthropology)
1TufekciTwitter and Tear Gas: The Power and Fragility of Networked Protest
3FisherTheory of Statistical Estimation
1On the Decrease in Entropy in a Thermodynamic System by the Intervention of Intelligent Beings - Hmolpedia
1Helmer-HirschbergOn the epistemology of the inexact sciences
2SalmondTransforming translations (part 2): Addressing ontological alterity
2SalmondTransforming translations (part I): "The owner of these bones"
1WeinbergerOur Machines Now Have Knowledge We’ll Never Understand
1KaplanA Map for Big Data Research in Digital Humanities
1KitchinBig Data, new epistemologies and paradigm shifts
1Furbee et al.The emergence of color cognition from color perception
2Miliani et al.Colouring materials of pre-Columbian codices: non-invasive in situ spectroscopic analysis of the Codex Cospi
2KiersData analysis, classification, and related methods
2ZengA Unified Definition of Mutual Information with Applications in Machine Learning
2Cultural Network Analysis: A Cognitive Approach to Cultural Modeling
2Cultural Network Analysis: Mapping Cultural Theories of Mind
2CastroBig Data in the Digital Humanities. New Conversations in the Global Academic Context
1Annual Review of Information Science and Technology (ARIST)
1Capurro and HjørlandThe Concept of Information
1LiMutual information functions versus correlation functions
2Moens et al.Frequent Itemset Mining for Big Data
1Kotsiantis and KanellopoulosAssociation rules mining: A recent overview
2Kumar et al.Logical itemset mining
1Network Security: How Threat Hunting Can Use Link Analysis to Discover the Unknown of the Unknowns - (And No, It's not STIX)
1McCrackenLink Analysis: Special Find Path and Sequencing the Chain of Calls in Call Data Record Analysis
1Link Analysis: Why Entity Resolution breaks and how to fix it...
0徐攀NIPS2016 [Paper 612]: Semiparametric Differential Graph Models
1Xu and GuSemiparametric Differential Graph Models
2Saleh et al.Toward automated discovery of artistic influence
1ManovichHow to compare one million images?
2ManovichTrending: The promises and the challenges of big social data
0ManovichThe science of culture? Social computing, digital humanities and cultural analytics
1Hochman and SchwartzVisualizing instagram: Tracing cultural visual rhythms
0ManovichHow to follow global digital cultures, or cultural analytics for beginners
2HallToward a postdigital humanities: Cultural analytics and the computational turn to data-driven scholarship
2Hochman and ManovichZooming into an Instagram City: Reading the local through social media
2Salah et al.Combining cultural analytics and networks analysis: Studying a social network site with user-generated content
1Yamaoka et al.Cultural analytics in large-scale visualization environments
1ManovichCultural analytics: visualising cultural patterns in the era of “more media”
1KitchinBig Data, new epistemologies and paradigm shifts
2Belford et al.Stability of Topic Modeling via Matrix Factorization
2Lee et al.The human touch: How non-expert users perceive, interpret, and fix topic models
1DeshpandeWhat is Topic Coherence?
1BuurmaThe fictionality of topic modeling: Machine reading Anthony Trollope's Barsetshire series
1Newman et al.Automatic Evaluation of Topic Coherence
1Boyd-Graber et al.Care and feeding of topic models: Problems, diagnostics, and improvements
1BrettTopic Modeling: A Basic Introduction
1Debortoli et al.Text Mining For Information Systems Researchers: An Annotated Topic Modeling Tutorial

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