, Rapport sur la police prédictive et la résilience organisationnelle des acteurs de la sécurité intérieure, 2018.

L. Ministère-de-l'intérieur, C. Préfet, and J. Reflexion, , 2018.

E. Crime and . Network, PREDICTIVE POLICING RECOMMENDATIONS PAPER, vol.13, 2016.

W. L. Perry, . Al, . Predictive-policing:-the, . Of, . Forecasting-in et al., , 2013.

C. Rapports-en-france-et-en-europe and . Villani, AI FOR HUMANITY, vol.235, 2018.

C. Cnil and . Cnil, , vol.29, 2018.

, Communication from the commission to the European Parliament, the European Council, the Council, the European Economic and Social Committee and the Committee of the Regions, on Artificial Intelligence for, Europe, vol.237, 2018.

, The European Commission's High Level Expert Group on Artificial Intelligence, DRAFT ETHICS GUIDELINES FOR TRUSTWORTHY AI, 2018.

, Didier Paris et Pierre Morel-À-L'Huissier, Mission d'information sur les fichiers mis à la disposition des forces de sécurité, N° 1335 -Rapport d'information de MM, 2018.

L. Documentation-française, E. Annuelle-2014, and D. Fondamentaux, , 2018.

, ARTICLE 29 DATA PROTECTION WORKING PARTY, GUIDELINES ON AUTOMATED INDIVIDUAL DECISION-MAKING AND PROFILING FOR THE PURPOSES OF REGULATION, p.679, 2016.

D. Casey, P. Burrell-&-nick, D. Sumner, . Support-systems, and . In-policing, , 2018.

, Maps of the Future : A Modern Crime Analysis and Crime Prediction Based Tool to increase the Effectiveness and Quality of Public Administration performance in Crime Prevention, Science and Research Institute ACCENDO, 2015.

U. S. Rapports-aux-etats-unis, . Department, I. Justice, . Of, . Ferguson et al., , 2015.

. The-white, B. House, and . Data, A REPORT ON ALGORITHMIC SYSTEMS, OPPORTUNITY, AND CIVIL RIGHTS, vol.29, 2016.

, Executive Office of the President of the United States, National Science and Technology Council Committee on Technology, Preparing for the Future of Artificial Intelligence, 2016.

«. Colloques, . Sécurité, and . Justice, le défi des algorithmes

L. «-police-prédictive-»,-journée-d'étude-professionnelle-organisée-par-l'équipe-de-recherche, . Josserand, C. De-lyon-avec-le-soutien-du, and J. , Revues et articles Gendarmerie nationale, ALGORITHMES ET ESPACES NORMATIFS, 2018.

S. Barocas, &. Andrew, and D. Selbst, Big Data's Disparate Impact, 104 CAL. L. REV, pp.671-732, 2016.

B. Benbouzid-&-dominique-cardon, M. Cairn, and . Info, htm?contenu=resume (last visited Nov, vol.27, 2018.

B. Benbouzid, Q. Prédire, C. Cairn, and . Info, , 2018.

B. Benbouzid, Des crimes et des séismes, pp.206-95, 2017.

I. Benslimane, Étude critique d'un système d'analyse prédictive appliqué à la criminalité : PredPol®, CORTEX JOURNAL, vol.4, 2014.

P. Besse, C. Castets-renard-&-aurélien, L. Garivier, . Des, and . Algorithmiques, , 2017.

P. Besse, C. Castets-renard, A. Garivier, &. Jean-michel-loubès, and L. Du-quotidien-peut-elle-Être-Éthique,

, Algorithmic prediction in policing: assumptions, evaluation, and accountability, Policing and Society, vol.28, issue.7, pp.806-822, 2018.

. Rosamunde-van-brakel, Pre-emptive Big Data Surveillance and Its (Dis)Empowering Consequences: the Case of Predictive Policing, 2016.

J. Brantingham, The Logic of Data Bias and Its Impact on Place-Based Predictive Policing, p.15

P. , J. Brantingham, M. Valasik-&-george-mohler, D. Predictive, . Lead et al., , vol.29, 2018.

A. Chander, The Racist Algorithm?, 115 MICH. L. REV, pp.1023-1045, 2017.

, Encadrement des risques techniques et juridiques des activités de police prédictive et secours prédictifs

A. Chouldechova, Fair prediction with disparate impact: A study of bias in recidivism prediction instruments, CS, STAT, vol.12, 2016.

, The Scored Society: Due Process for Automated Predictions, 89 WASH, L. REV, vol.1, 2014.

D. Keats-citron, , 2008.

L. Cluzel-métayer, La loi pour une République numérique : l'écosystème de la donnée saisi par le droit, AJDA, vol.340, 2017.

K. Crawford and &. Schultz, Big Data and Due Process: Toward a Framework to Redress Predictive Privacy Harms, 55 B.C.L. REV, p.93, 2014.

J. Deltorn and L. Fondamentaux, , 2018.

L. Edwards and &. Veale, Slave to the Algorithm? Why a Right to Explanationn is Probably Not the Remedy You are Looking for, SSRN ELECTRONIC JOURNAL, vol.12, 2017.

L. Edwards and &. Veale, Enslaving the Algorithm: From a 'Right to an Explanation' to a 'Right to Better Decisions, 2018.

A. and F. , Predictive Policing and Reasonable Suspicion, 2012.

A. Guthrie-ferguson, T. Rise, . Big, . Surveillance, . Race et al., , 2017.

B. Friedman-&-helen and . Nissenbaum, Bias in Computer Systems, 14 ACM TRANS. INF. SYST, pp.330-347, 1996.

A. Garapon, Les enjeux de la justice prédictive, 2017.

B. Goodman-&-seth-flaxman, European Union Regulations on Algorithmic Decision-Making and a "Right to Explanation, 38 AI MAGAZINE, vol.50, 2017.

W. Bryce and . Goodman, Step Towards Accountable Algorithms?: Algorithmic Discrimination and the European Union General Data Protection, p.9

E. E. Joh, Policing by Numbers: Big Data and the Fourth Amendment, 2014.

E. E. Joh, Feeding the Machine: Policing, Crime Data, 2017.

E. E. Joh, The Undue Influence of Surveillance Technology Companies on Policing, 2017.

D. Kamarinou and C. Singh, Machine Learning with Personal Data: Profiling, Decisions, and the EU General Data Protection Regumation, p.7

M. E. Kaminsky, THE RIGHT TO EXPLANATION, EXPLAINED, 2018.

D. Kehl and P. Kessler, Algorithms in the Criminal Justice System: Assessing the Use of Risk Assessments in Sentencing, BERKMAN KLEIN CENTER FOR INTERNET & SOCIETY

H. Law-school, , vol.12, p.33746041, 2017.

J. Kroll, Accountable Algorithms, 165 U. PA. L. REV, p.633, 2017.

J. Larson, , vol.12, 2016.

K. Lum and &. Isaac, To predict and serve?, pp.13-14, 2016.

B. Viktor-mayer-schönberger-&-kenneth-cukier, . Data:-a-revolution, . Live, . Work, and . Think, , 2013.

G. Mastrobuoni, C. Is, and . Revealing, INFORMATION TECHNOLOGY AND POLICE PRODUCTIVITY, vol.12, 2017.

. Brent-daniel-mittelstadt, The ethics of algorithms: Mapping the debate, BIG DATA & SOCIETY, vol.3, 2016.

G. Mohler, Marked point process hotspot maps for homicide and gun crime prediction in Chicago, 30, INTERNATIONAL JOURNAL OF FORECASTING, pp.491-497, 2014.

H. Nissenbaum, Accountability in a computerized society, SCI ENG ETHICS, issue.2, pp.25-42, 1996.

C. , W. Of, and . Destruction, HOW BIG DATA INCREASES INEQUALITY AND THREATENS DEMOCRACY, 2016.

F. Pasquale, T. Black-box, and . Society, THE SECRET ALGORITHMS THAT CONTROL MONEY AND INFORMATION, 2015.

J. Pastor, Accès aux traitements algorithmiques utilisés par l'administration, AJDA, vol.604, 2017.

P. Perrot, What about AI in criminal intelligence? From predictive policing to AI perspectives, vol.1, pp.65-75, 2017.

P. Perrot, L'analyse du risque criminel : l'émergence d'une nouvelle approche, vol.29, 2018.

J. Polansky and &. Henry-fradella, Does "Precrime" Mesh with the Ideals of U.S. Justice? Implications for the Future of Predictive Policing, 2016.

D. Pontille and &. Torny, La manufacture de l'évaluation scientifique. Algorithmes, jeux de données et outils bibliométriques, pp.177-200, 2013.

J. Rochfeld, L'encadrement des décisions prises par algorithme, DALLOZ IP/IT, vol.474, 2018.

J. Rochfeld, (. , .. ). , C. Castets-renard, N. Martial-braz et al., Décryptage de la loi sur la protection des données personnelles, Dalloz, 2019.

A. Rouvroy and L. , digitalisation de la vie même, enjeux épistémologiques et politiques de la mémoire digitale, 47 DOCUMENTALISTE -SCIENCES DE L'INFORMATION, pp.63-64, 2010.

S. Ruggieri, Using t-closeness anonymity to control for non-discrimination, p.31, 2014.

, Encadrement des risques techniques et juridiques des activités de police prédictive et secours prédictifs

R. Wexler, L. Life, and T. Secrets, Intellectual Property in the Criminal Justice System, 2017.

R. Richardson, J. Schultz-&-kate-crawford, and D. Data, Bad Predictions: How Civil Rights Violations Impact Police Data, Predictive Policing Systems, and Justice, NEW YORK UNIVERSITY LAW REVIEW ONLINE, 2019.

I. Zliobaite, A survey on measuring indirect discrimination in machine learning, CS, STAT, 2015.

B. Palantir, Crime Risk Forecasting, Patent N°: US9, vol.129, pp.219-220

. Predpol, Event Forecasting System, Geoges O. Mohler (déposant et inventeur) et PredPol, Inc. (cessionnaire), Patent N°: US8, vol.949, p.164