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Machine Learning eJournal

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Viewing: 51 - 100 of 1,560 papers

51.

The Past and Future of Quantitative Research (Presentation Slides)

Number of pages: 22 Posted: 11 Sep 2019 Last Revised: 17 Sep 2019
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,315
52.

Humans Forget, Machines Remember: Artificial Intelligence and the Right to Be Forgotten

Computer Security & Law Review (Forthcoming)
Number of pages: 19 Posted: 15 Aug 2017
Accepted Paper Series
Leiden University, SBA Research and Yale Law School - Information Society Project
Downloads 1,281
53.

Neural Networks Applied to Chain-Ladder Reserving

Number of pages: 26 Posted: 10 May 2017 Last Revised: 19 Jul 2018
Working Paper Series
RiskLab, ETH Zurich
Downloads 1,253
54.

CEO Emotions and Firm Valuation in Initial Coin Offerings: An Artificial Emotional Intelligence Approach

Number of pages: 25 Posted: 07 Jan 2019 Last Revised: 07 Mar 2020
Working Paper Series
University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 1,201
55.

Advances in Financial Machine Learning: Lecture 10/10 (seminar slides)

Number of pages: 44 Posted: 14 Nov 2019 Last Revised: 29 Jun 2020
Working Paper Series
Cornell University - Operations Research & Industrial Engineering
Downloads 1,192
56.

Proxy Discrimination in the Age of Artificial Intelligence and Big Data

105 Iowa Law Review 1257 (2020)
Number of pages: 62 Posted: 17 Apr 2019 Last Revised: 09 Apr 2020
Accepted Paper Series
University of Iowa College of Law and University of Minnesota Law School
Downloads 1,140
57.

The Chinese Approach to Artificial Intelligence: An Analysis of Policy and Regulation

Number of pages: 27 Posted: 23 Oct 2019
Working Paper Series
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute, Oxford Internet Institute, University of Oxford - Oxford Internet Institute, affiliation not provided to SSRN and University of Oxford - Oxford Internet Institute
Downloads 1,132
58.

Can Machines Learn Capital Structure Dynamics?

Number of pages: 65 Posted: 22 Oct 2019 Last Revised: 26 Jun 2020
Working Paper Series
University of Denver - Daniels College of Business, University of Denver - Daniels College of Business, Florida International University (FIU) and University of Denver - Daniels College of Business
Downloads 1,129
59.

Deeply Learning Derivatives

Number of pages: 14 Posted: 09 Oct 2018 Last Revised: 20 Oct 2018
Working Paper Series
Riskfuel and Scotiabank
Downloads 1,114
60.

Real-Time Driver Drowsiness Detection System Using Eye Aspect Ratio and Eye Closure Ratio

Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019
Number of pages: 7 Posted: 14 Jun 2019
Working Paper Series
Jaypee Institute of Information Technology (JIIT), Jaypee Institute of Information Technology (JIIT), Jaypee Institute of Information Technology (JIIT) and Jaypee Institute of Information Technology (JIIT)
Downloads 1,101
61.

Artificial Intelligence in Finance: Putting the Human in the Loop

CFTE Academic Paper Series: Centre for Finance, Technology and Entrepreneurship, no. 1., University of Hong Kong Faculty of Law Research Paper No. 2020/006
Number of pages: 50 Posted: 03 Mar 2020 Last Revised: 25 Mar 2020
Accepted Paper Series
Universite du Luxembourg - Faculty of Law, Economics and Finance, The University of Hong Kong - Faculty of Law, University of New South Wales (UNSW) - Faculty of Law and The University of Hong Kong - Faculty of Law
Downloads 1,085
62.

An Artificial Neural Network Representation of the SABR Stochastic Volatility Model

Number of pages: 24 Posted: 14 Dec 2018
Working Paper Series
NatWest Markets
Downloads 1,074
63.

Machine Learning and the Stock Market

Number of pages: 61 Posted: 27 Aug 2018 Last Revised: 23 Jun 2020
Working Paper Series
University of Utah - David Eccles School of Business and Stockholm University
Downloads 1,057
64.

Machine Learning: Models And Algorithms

Machine Learning: Models And Algorithms, Quantitative Analytics, 2018
Number of pages: 995 Posted: 07 Jan 2019 Last Revised: 08 Jun 2020
Accepted Paper Series
Université Paris VI Pierre et Marie Curie
Downloads 1,044
65.

The Machine As Author

Iowa Law Review, Vol. 105, 2019, Vanderbilt Law Research Paper No. 19-35
Number of pages: 62 Posted: 04 Jan 2020 Last Revised: 04 Jan 2020
Accepted Paper Series
Vanderbilt University - Law School
Downloads 1,041
66.

Machine Learning Treasury Yields

Bulletin of Applied Economics 7(1) (2020) 1-65
Number of pages: 68 Posted: 10 Jan 2020 Last Revised: 05 Feb 2020
Accepted Paper Series
Quantigic Solutions LLC and Duke-NUS Medical School - Centre for Computational Biology
Downloads 1,038
67.

The Ethics of Artificial Intelligence in Law: Basic Questions

Forthcoming chapter in Oxford Handbook of Ethics of AI, 2020, U of Colorado Law Legal Studies Research Paper No. 19-29
Number of pages: 18 Posted: 26 Aug 2019 Last Revised: 19 Jun 2020
Accepted Paper Series
University of Colorado Law School
Downloads 1,026
68.

Whose Robot Is It Anyway?: Liability for Artificial-Intelligence-Based Robots

University of Illinois Law Review, Vol. 2020, Forthcoming
Number of pages: 40 Posted: 13 Mar 2019
Accepted Paper Series
Tel Aviv University - Buchmann Faculty of Law
Downloads 1,006
69.

Applying Machine Learning to Trading Strategies: Using Logistic Regression to Build Momentum-Based Trading Strategies

Number of pages: 78 Posted: 04 Feb 2019 Last Revised: 14 Mar 2019
Working Paper Series
Northern Trust Corporation and Tulane University - A.B. Freeman School of Business
Downloads 984
70.

Data-Driven Consumer Debt Collection via Machine Learning and Approximate Dynamic Programming

Number of pages: 32 Posted: 09 Oct 2018 Last Revised: 15 Oct 2018
Working Paper Series
VU University Amsterdam - Faculty of Science - Department of Mathematics, University of Amsterdam Business School and Vrije Universiteit Amsterdam, School of Business and Economics
Downloads 977
71.

Insights from Inside Neural Networks

Number of pages: 64 Posted: 19 Aug 2018 Last Revised: 24 Apr 2020
Working Paper Series
Dep. Management, Technology, and Economics ETH Zurich, PartnerRe Ltd - PartnerRe Holdings Europe Limited and RiskLab, ETH Zurich
Downloads 976
72.

Algorithmic Impact Assessments under the GDPR: Producing Multi-layered Explanations

U of Colorado Law Legal Studies Research Paper No. 19-28
Number of pages: 29 Posted: 06 Oct 2019 Last Revised: 07 Oct 2019
Working Paper Series
University of Colorado Law School and Vrije Universiteit Brussel (VUB) - Faculty of Law
Downloads 975
73.

Data Protection, Artificial Intelligence and Cognitive Services: Is the General Data Protection Regulation (GDPR) ‘Artificial Intelligence-Proof’?

Number of pages: 90 Posted: 03 Jun 2019
Working Paper Series
University of the Aegean Dpt of Information and Communication Systems Engineering
Downloads 972
74.

Understanding Machine Learning for Diversified Portfolio Construction by Explainable AI

Number of pages: 19 Posted: 25 Feb 2020
Working Paper Series
Munich Reinsurance Company, Financial Solutions, Munich Reinsurance Company, Financial Solutions, Firamis, Firamis and Zurich University of Applied Sciences, Center for Asset Management
Downloads 970
75.

Artificial Intelligence Based Suicide Prediction

18 Yale Journal of Health Policy, Law, and Ethics 98 (2019), 21 Yale Journal of Law & Technology 98 (2019)
Number of pages: 24 Posted: 11 Feb 2019 Last Revised: 08 Jan 2020
Accepted Paper Series
Gonzaga University - School of Law
Downloads 949
76.

Can Deep Reinforcement Learning Improve Inventory Management? Performance on Dual Sourcing, Lost Sales and Multi-Echelon Problems

Number of pages: 26 Posted: 03 Jan 2019 Last Revised: 30 Jul 2019
Working Paper Series
KU Leuven, Faculty of Business and Economics (FEB), Students, Vlerick Leuven Gent Management School, Northwestern University - Kellogg School of Management and Washington University in St. Louis - John M. Olin Business School
Downloads 942
77.

Artificial Intelligence Policy in India: A Framework for Engaging the Limits of Data-Driven Decision-Making

Philosophical Transactions A: Mathematical, Physical and Engineering Sciences (2018)
Number of pages: 28 Posted: 10 Sep 2018
Working Paper Series
Article 19: Global Campaign for Free Expression
Downloads 939
78.

Microstructure in the Machine Age

Number of pages: 63 Posted: 25 Mar 2019
Working Paper Series
Cornell University - Department of Economics, Harvard University, Cornell University - Samuel Curtis Johnson Graduate School of Management and New York University (NYU) - NYU Tandon School of Engineering
Downloads 918
79.

Machine Learning in Energy Economics and Finance: A Review

Energy Economics, Vol. 81, 2019
Number of pages: 71 Posted: 15 Nov 2018 Last Revised: 08 Jun 2019
Accepted Paper Series
Stevens Institute of Technology - School of Business, Stevens Institute of Technology, School of Business and Tehran Institute for Advanced Studies (TeIAS), Khatam University
Downloads 913
80.

Measuring Corporate Culture Using Machine Learning

Number of pages: 104 Posted: 21 Oct 2018 Last Revised: 29 Jun 2020
Working Paper Series
University of British Columbia (UBC) - Sauder School of Business, Stevens Institute of Technology, The Chinese University of Hong Kong, Shenzhen - School of Management and Economics and University of Dayton
Downloads 902
81.

Negligence and AI's Human Users

Boston University Law Review, Forthcoming, UCLA School of Law, Public Law Research Paper No. 20-01
Number of pages: 60 Posted: 28 Jan 2020 Last Revised: 15 Jun 2020
Accepted Paper Series
UCLA School of Law
Downloads 893
82.

Algorithmic Enforcement Online

in Paul Torremans, ed., Intellectual Property and Human Rights (4th edition, Kluwer Law Int’l, 2020 Forthcoming), 709-744 ,
Number of pages: 34 Posted: 06 Jan 2020 Last Revised: 11 Jun 2020
Accepted Paper Series
Université de Strasbourg - CEIPI
Downloads 891
83.

A Surprising Thing: The Application of Machine Learning Ensembles and Signal Theory to Predict Earnings Surprises

Number of pages: 103 Posted: 17 Jul 2019 Last Revised: 25 Mar 2020
Working Paper Series
The Alan Turing Institute
Downloads 889
84.

Artificial Intelligence Crime: An Interdisciplinary Analysis of Foreseeable Threats and Solutions

Number of pages: 36 Posted: 08 Jun 2018
Working Paper Series
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and University of Oxford - Oxford Internet Institute
Downloads 882
85.

When Machines Learn to Collude: Lessons from a Recent Research Study on Artificial Intelligence

Number of pages: 8 Posted: 05 Sep 2017 Last Revised: 18 May 2020
Working Paper Series
NERA Economic Consulting
Downloads 868
86.

Technology and Corporate Governance: Blockchain, Crypto, and Artificial Intelligence

Lex Research Topics in Corporate Law & Economics Working Paper No. 2018-7, European Corporate Governance Institute (ECGI) - Law Working Paper No. 424/2018
Number of pages: 32 Posted: 22 Oct 2018 Last Revised: 07 Nov 2018
Working Paper Series
Kyushu University - Graduate School of Law and Tilburg University - Department of Business Law
Downloads 846
87.

Technical Aspects of Artificial Intelligence: An Understanding from an Intellectual Property Law Perspective

Max Planck Institute for Innovation & Competition Research Paper No. 19-13
Number of pages: 15 Posted: 11 Oct 2019 Last Revised: 22 Oct 2019
Working Paper Series
Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition, Max Planck Institute for Innovation and Competition and Eversheds Sutherland (Germany) LLP
Downloads 839
88.

Is Tricking a Robot Hacking?

University of Washington School of Law Research Paper No. 2018-05
Number of pages: 19 Posted: 28 Mar 2018
Working Paper Series
University of Washington - School of Law, University of Washington - Paul G. Allen School of Computer Science & Engineering, University of Washington - Paul G. Allen School of Computer Science & Engineering, University of Washington - Paul G. Allen School of Computer Science & Engineering and University of Washington School of Law
Downloads 821
89.

Privacy As Protection of the Incomputable Self: From Agnostic to Agonistic Machine Learning

Forthcoming in Theoretical Inquiries of Law 2019, 19(1)
Number of pages: 33 Posted: 08 Dec 2017 Last Revised: 01 Oct 2018
Working Paper Series
Vrije Universiteit Brussel
Downloads 819
90.

Artificial Intelligence and Systemic Risk

Number of pages: 23 Posted: 28 Jun 2019 Last Revised: 09 Mar 2020
Working Paper Series
London School of Economics - Systemic Risk Centre, affiliation not provided to SSRN and London School of Economics & Political Science (LSE) - Systemic Risk Centre
Downloads 806
91.

Hal the Inventor: Big Data and Its Use by Artificial Intelligence

in Big Data Is Not a Monolith, MIT Press (Sugimoto, Cassidy R., et al., eds., 2016)
Number of pages: 38 Posted: 19 Feb 2015 Last Revised: 10 Nov 2016
Accepted Paper Series
University of Surrey School of Law
Downloads 772
92.

Introduction to Machine Learning and Its Basic Application in Python

Proceedings of 10th International Conference on Digital Strategies for Organizational Success
Number of pages: 22 Posted: 31 Jan 2019 Last Revised: 25 Apr 2019
Working Paper Series
Prestige Institute of Management, Prestige Institute of Management, Students and Prestige Institute of Management, Students
Downloads 771
93.

Time-Series and Cross-Sectional Stock Return Forecasting: New Machine Learning Methods

Number of pages: 37 Posted: 01 Aug 2019
Working Paper Series
Saint Louis University and Washington University in St. Louis - John M. Olin Business School
Downloads 765
94.

Stock Market Prediction Using Data Mining Techniques

2nd International Conference on Advances in Science & Technology (ICAST) 2019 on 8th, 9th April 2019 by K J Somaiya Institute of Engineering & Information Technology, Mumbai, India
Number of pages: 5 Posted: 24 Apr 2019
Working Paper Series
University of Mumbai - Department of Computer Engineering, University of Mumbai, K. J. Somaiya College of Engineering (K.J.S.C.E.), Department of Computer Engineering, Students, University of Mumbai, K. J. Somaiya College of Engineering (K.J.S.C.E.), Department of Computer Engineering, Students and University of Mumbai, K. J. Somaiya College of Engineering (K.J.S.C.E.), Department of Computer Engineering, Students
Downloads 740
95.

Transparency and Algorithmic Governance

Administrative Law Review, Vol. 71, P. 1, 2019, U of Penn Law School, Public Law Research Paper No. 18-38
Number of pages: 56 Posted: 29 Nov 2018 Last Revised: 18 Apr 2019
Accepted Paper Series
University of Pennsylvania Law School and Penn Program on Regulation, University of Pennsylvania Law School
Downloads 720
96.

Machine Learning and the Rule of Law

Law as Data, Santa Fe Institute Press, ed. M. Livermore and D. Rockmore, 2019(16)
Number of pages: 12 Posted: 03 Jan 2019 Last Revised: 20 Apr 2020
Accepted Paper Series
Directeur de Recherche, Centre National de la Recherche Scientifique, Toulouse School of Economics, Institute for Advanced Study in Toulouse, University of Toulouse Capitole, Toulouse, France
Downloads 710
98.

The New Legal Landscape for Text Mining and Machine Learning

Journal of the Copyright Society of the USA, Vol. 66 p.291 (2019)
Number of pages: 74 Posted: 26 Feb 2019 Last Revised: 29 Feb 2020
Accepted Paper Series
Loyola University Chicago School of Law
Downloads 695
99.

Explaining Explanations in AI

Proceedings of FAT* ’19: Conference on Fairness, Accountability, and Transparency (FAT* ’19), January 29–31, 2019, Atlanta, GA, USA. ACM, New York, NY, USA, doi/10.1145/3287560.3287574, ISBN: 978-1-4503-6125-5,
Number of pages: 10 Posted: 27 Nov 2018
Accepted Paper Series
University of Oxford - Oxford Internet Institute, University of Surrey and University of Oxford - Oxford Internet Institute
Downloads 688
100.

Machine Learning-Based Financial Statement Analysis

Number of pages: 56 Posted: 27 Jan 2020
Working Paper Series
University of Oxford - Said Business School, Oxford-Man Institute of Quantitative Finance, University of Oxford - Oxford-Man Institute of Quantitative Finance and University of Oxford - Oxford-Man Institute of Quantitative Finance
Downloads 665