"Data-driven agent-based modeling in computational social science"

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Book	Author(s)	Year	Publisher
Generative Social Science: Studies in Agent-Based Computational Modeling	Joshua M. Epstein	2007	Princeton University Press
Generative social science: studies in agent-based computational modeling /	Epstein, Joshua M.,	c2006.	Princeton University Press,
Computational Epidemiology: Data-Driven Modeling of COVID-19	Ellen Kuhl	1st ed. 2021	Springer International Publishing
Data driven systems modeling	Remi Planche	1992	Prentice Hall;Masson
Agent-Based Computational Sociology	Flaminio Squazzoni	2012	John Wiley & Sons
Big Data in Computational Social Science and Humanities	Shu-Heng Chen	1st ed. 2018	Springer International Publishing
Agent-based Modeling and Simulation	S. Taylor	2014	Palgrave Macmillan UK
Data-Driven Evolutionary Modeling in Materials Technology	Nirupam Chakraborti	2022	Routledge
Group Processes: Data-Driven Computational Approaches	Andrew Pilny; Marshall Scott Poole	1st ed. 2017	Springer International Publishing
Agent-based Modeling and Simulation in Archaeology	Gabriel Wurzer; Kerstin Kowarik; Hans Reschreiter	2015	Springer International Publishing
Applications of computational intelligence in data-driven trading	Doloc, Cris	2020	Wiley
Applications of computational intelligence in data-driven trading	Doloc, Cris	2020	Wiley
Computational Intelligence for Agent-based Systems	Raymond S.T. Lee	2007	Springer Berlin Heidelberg
Interacting Complexities of Herds and Social Organizations: Agent Based Modeling	Stanislaw Raczynski	1st ed. 2020	Springer Nature Singapore
Agent-Based Computational Modelling: Applications in Demography, Social, Economic and Environmental Sciences	Francesco C. Billari; Thomas Fent; Alexia Prskawetz; Jürgen Scheffran	2006	Physica-Verlag HD
Computational Medicine in Data Mining and Modeling	Goran Rakocevic; Tijana Djukic; Nenad Filipovic; Veljko Milutinović	2013	Springer New York
Agent-Based Modeling and Network Dynamics	Akira Namatame; Shu-Heng Chen	2016	Oxford University Press
Agent-Based Modeling of Sustainable Behaviors	Amparo Alonso-Betanzos; Noelia Sánchez-Maroño; Oscar Fontenla-Romero; J. Gary Polhill; Tony Craig; Javier Bajo; Juan Manuel Corchado	1st ed. 2017	Springer International Publishing
Agent-Based Modeling Meets Gaming Simulation	Hiroshi Deguchi (auth.), Kiyoshi Arai D.Eng., Hiroshi Deguchi D.Sc, D.Econ., Hiroyuki Matsui D.Eng. (eds.)	2005	Springer Tokyo
Agent-Based Modeling Meets Gaming Simulation	Kiyoshi Arai; Hiroshi Deguchi; Hiroyuki Matsui	2005	Springer Japan
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Data-driven agent-based modeling in computational social science	Jan Lorenz	Handbook of Computational Social Science, Volume 1: Theory, Case Studies and Ethics	Uwe Engel; Anabel Quan-Haase; Sunny Liu; Lars E Lyberg	2021	Routledge
Causation in Agent-Based Computational Social Science	David Anzola	Advances in Social Simulation: Looking in the Mirror	Harko Verhagen; Melania Borit; Giangiacomo Bravo; Nanda Wijermans	1st ed. 2020	Springer International Publishing
4 Computational approaches in rigorous sociology: agent-based computational modeling and computational social science		Handbook of Sociological Science. Contributions to Rigorous Sociology	Edited by Klarita Gërxhani, Professor of Sociology, Department of Political and Social Sciences, European University Institute (EUI), Italy, Nan Dirk de Graaf, Professor of Sociology and Official Fellow, Nuffield College, University of Oxford, UK and Werner Raub, Professor of Sociology, Department of Sociology/ICS, Utrecht University, the Netherlands	2022	Edward Elgar Publishing
Theory-Interpretable, Data-Driven Agent-Based Modeling	William Rand	Social-Behavioral Modeling for Complex Systems	Paul K. Davis	2019	John Wiley & Sons
Chapter 4: Computational approaches in rigorous sociology: agent-based computational modeling and computational social science	Klarita Gërxhani; Nan de Graaf; Werner Raub	Handbook of Sociological Science: Contributions to Rigorous Sociology	Klarita Gërxhani; Nan de Graaf; Werner Raub	2022	Edward Elgar Publishing
Advancing Social Science through Agent-Based Modeling	Joseph Whitmeyer	Managing Complexity: Practical Considerations in the Development and Application of ABMs to Contemporary Policy Challenges	Mirsad Hadzikadic; Sean O’Brien; Moutaz Khouja	2013	Springer Berlin Heidelberg
The Agent-Based Model Canvas: A Modeling Lingua Franca for Computational Social Science	Ivan Garibay; Chathika Gunaratne; Niloofar Yousefi; Steve Scheinert	Social-Behavioral Modeling for Complex Systems	Paul K. Davis	2019	John Wiley & Sons
Data Management in Dynamic Environment-driven Computational Science	Yogesh L. Simmhan; Sangmi Lee Pallickara; Nithya N. Vijayakumar; Beth Plale	Grid-Based Problem Solving Environments: IFIP TC2/WG2. 5 Working Conference on Grid-Based Problem Solving Environments: Implications for Development and Deployment of Numerical Software, July 17-21, 2006, Prescott, Arizona, USA	Patrick W. Gaffney; James C. T. Pool	2007	Springer US
135 Data Science, Social Science, and Computational Social Science		A Hands-On Introduction to Data Science	Chirag Shah	2020	Cambridge University Press
9 - Agent-Based Computational Modeling and Macroeconomics	Leigh Tesfatsion	Post Walrasian Macroeconomics: Beyond the Dynamic Stochastic General Equilibrium Model	David Colander	2006-07	Cambridge University Press
Agent-based modeling in the social sciences	Shu-Heng Chen	Agent-Based Computational Economics: How the idea originated and where it is going	Shu-Heng Chen	2015	Routledge
Agent-Based Modeling in the Social Sciences	Joseph T. Ornstein; Ross A. Hammond	New Horizons in Modeling and Simulation for Social Epidemiology and Public Health	Daniel Kim	2021	John Wiley & Sons
Chapter 1. AGENT-BASED COMPUTATIONAL MODELS AND GENERATIVE SOCIAL SCIENCE	Joshua M. Epstein	Generative Social Science: Studies in Agent-Based Computational Modeling	Joshua M. Epstein	2007	Princeton University Press
Ch. 1. Agent-based computational models and generative social science	Joshua M. Epstein	Generative social science: studies in agent-based computational modeling /	Epstein, Joshua M.,	c2006.	Princeton University Press,
Data-Driven Modeling	Uffe B. Kjærulff; Anders L. Madsen	Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis	Uffe B. Kjærulff; Anders L. Madsen	2nd ed. 2013	Springer New York
Data-Driven Modeling		Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis	Uffe B. Kjærulff; Anders L. Madsen	2008	Springer New York
Data-Driven Modeling	Srikanta Mishra; Akhil Datta-Gupta	Applied Statistical Modeling and Data Analytics	Srikanta Mishra and Akhil Datta-Gupta	2018	Elsevier
Data-Driven and Knowledge-Based Modeling	Erich Peter Klement; Edwin Lughofer; Johannes Himmelbauer; Bernhard Moser	Hagenberg Research	Bruno Buchberger; Michael Affenzeller; Alois Ferscha; Michael Haller; Tudor Jebelean; Erich Peter Klement; Peter Paule; Gustav Pomberger; Wolfgang Schreiner; Robert Stubenrauch; Roland Wagner; Gerhard Weiß; Wolfgang Windsteiger	2009	Springer Berlin Heidelberg
Causal and predictive modeling in computational social science	Uwe Engel	Handbook of Computational Social Science, Volume 1: Theory, Case Studies and Ethics	Uwe Engel; Anabel Quan-Haase; Sunny Liu; Lars E Lyberg	2021	Routledge
Computational Intelligence in Agent-Based Computational Economics	Shu-Heng Chen	Computational Intelligence: A Compendium	John Fulcher	2008	Springer Berlin Heidelberg
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