Hidden in Plain Sight: A Machine Learning Approach for Detecting Prostitution Activity in Phoenix, Arizona

[1]  C. Katz,et al.  Examining the Association Between Massage Parlors and Neighborhood Crime , 2018, Crime & Delinquency.

[2]  Tomas Mikolov,et al.  Enriching Word Vectors with Subword Information , 2016, TACL.

[3]  Dominique Boels,et al.  Prostitution in the neighbourhood: Impact on residents and implications for municipal regulation , 2016 .

[4]  T. Rhodes,et al.  'They won't change it back in their heads that we're trash': the intersection of sex work-related stigma and evolving policing strategies. , 2016, Sociology of health & illness.

[5]  R. Tewksbury,et al.  Working the Stroll: Prostitutes, Pimps, and Johns , 2016 .

[6]  M. Monto,et al.  Condom Use, Sexual Risk, and Self-Reported STI in a Sample of Older Male Clients of Heterosexual Prostitution in the United States , 2016, American journal of men's health.

[7]  Martin A. Andresen,et al.  Spatio-temporal crime hotspots and the ambient population , 2015 .

[8]  Omer Levy,et al.  Improving Distributional Similarity with Lessons Learned from Word Embeddings , 2015, TACL.

[9]  Alex Pentland,et al.  Once Upon a Crime: Towards Crime Prediction from Demographics and Mobile Data , 2014, ICMI.

[10]  Scott Cunningham,et al.  Decriminalizing Indoor Prostitution: Implications for Sexual Violence and Public Health , 2014 .

[11]  Alan Mislove,et al.  The Tweets They Are a-Changin: Evolution of Twitter Users and Behavior , 2014, ICWSM.

[12]  Matthew S. Gerber,et al.  Predicting crime using Twitter and kernel density estimation , 2014, Decis. Support Syst..

[13]  M. Dank,et al.  Estimating the Size and Structure of the Underground Commercial Sex Economy in Eight Major US Cities , 2014 .

[14]  Jeffrey Dean,et al.  Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.

[15]  P. Hubbard,et al.  Noxious Neighbours? Interrogating the Impacts of Sex Premises in Residential Areas , 2013 .

[16]  Pedro M. Domingos A few useful things to know about machine learning , 2012, Commun. ACM.

[17]  J. Prior,et al.  Effects of Sex Premises on Neighbourhoods: Residents, Local Planning and the Geographies of a Controversial Land Use , 2012 .

[18]  F. Oort,et al.  Local Businesses as Attractors or Preventers of Neighborhood Disorder , 2012 .

[19]  Xiaofeng Wang,et al.  Automatic Crime Prediction Using Events Extracted from Twitter Posts , 2012, SBP.

[20]  Tom Egan,et al.  Adult Prostitution Recidivism: Risk Factors and Impact of a Diversion Program , 2011 .

[21]  Scott Cunningham,et al.  Prostitution 2.0: The changing face of sex work , 2011 .

[22]  Gaël Varoquaux,et al.  Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..

[23]  Galit Shmueli,et al.  To Explain or To Predict? , 2010, 1101.0891.

[24]  J. Kaldor,et al.  The decriminalisation of prostitution is associated with better coverage of health promotion programs for sex workers , 2010, Australian and New Zealand journal of public health.

[25]  J. Delamater Sex for Sale: Prostitution, Pornography, and the Sex Industry , 2010 .

[26]  Ronald Weitzer The Movement to Criminalize Sex Work in the United States , 2010 .

[27]  Elizabeth A. Mack,et al.  Forecasting broadband provision , 2009, Inf. Econ. Policy.

[28]  A. Weinstein Do 'Off-Site' Adult Businesses Have Secondary Effects? Legal Doctrine, Social Theory, and Empirical Evidence , 2009 .

[29]  Moira C. Heiges From the Inside Out: Reforming State and Local Prostitution Enforcement to Combat Sex Trafficking in the United States and Abroad , 2009 .

[30]  Alan T. Murray,et al.  Sex Offender Residency and Spatial Equity , 2008 .

[31]  M. Tyndall,et al.  Mapping violence and policing as an environmental-structural barrier to health service and syringe availability among substance-using women in street-level sex work. , 2008, The International journal on drug policy.

[32]  C. Latkin,et al.  The association of self-reported neighborhood disorganization and social capital with adolescent alcohol and drug use, dependence, and access to treatment. , 2008, Drug and alcohol dependence.

[33]  Melissa Farley,et al.  Prostitution and Trafficking in Nevada: Making the Connections , 2007 .

[34]  C. Salisbury,et al.  Health needs and service use of parlour‐based prostitutes compared with street‐based prostitutes: a cross‐sectional survey , 2007, BJOG : an international journal of obstetrics and gynaecology.

[35]  H. Ward,et al.  British policy makes sex workers vulnerable , 2007, BMJ : British Medical Journal.

[36]  Edward J. Schauer,et al.  Sex Trafficking Into The United States: A Literature Review , 2006 .

[37]  Tony H. Grubesic,et al.  On The Application of Fuzzy Clustering for Crime Hot Spot Detection , 2006 .

[38]  R. Matthews Policing Prostitution: Ten Years on , 2005 .

[39]  Jyoti Sanghera,et al.  Trafficking and Prostitution Reconsidered: New Perspectives on Migration, Sex Work, and Human Rights , 2005 .

[40]  E. Goździak,et al.  Research on Human Trafficking in North America: A Review of Literature , 2005 .

[41]  Teela Sanders,et al.  The Risks of Street Prostitution: Punters, Police and Protesters , 2004 .

[42]  J. Raphael,et al.  Violence in Indoor and Outdoor Prostitution Venues , 2004 .

[43]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[44]  Jeff Anstine Property Values in a Low Populated Area when Dual Noxious Facilities are Present , 2003 .

[45]  K. Butcher Confusion between prostitution and sex trafficking , 2003, The Lancet.

[46]  R. Belmaker,et al.  The Motivation and Mental Health of Sex Workers , 2002, Journal of sex & marital therapy.

[47]  B. Levy,et al.  Child prostitution: global health burden, research needs, and interventions , 2002, The Lancet.

[48]  Amy Ellen Schwartz,et al.  Revitalizing inner‐city neighborhoods: New York city's Ten‐Year Plan , 2002 .

[49]  Joel Huber,et al.  The Efficiency of Political Mechanisms for Siting Nuisance Facilities: Are Opponents More Likely to Participate than Supporters? , 2001 .

[50]  M. Henderson,et al.  Violence by clients towards female prostitutes in different work settings: questionnaire survey , 2001, BMJ : British Medical Journal.

[51]  Carol J. Boyd,et al.  Prostitution, Drug Use, and Coping with Psychological Distress , 2000 .

[52]  J. Lowman Violence and the Outlaw Status of (Street) Prostitution in Canada , 2000 .

[53]  M. Farley,et al.  Prostitution , 2000 .

[54]  Ronald Weitzer Prostitution control in America: Rethinking public policy , 1999 .

[55]  P. Hubbard Community action and the displacement of street prostitution: Evidence from british cities , 1998 .

[56]  S. Farber Undesirable facilities and property values: a summary of empirical studies , 1998 .

[57]  H. Barkan,et al.  Prostitution, violence, and posttraumatic stress disorder. , 1998, Women & health.

[58]  P. Hubbard Red‐light districts and Toleration Zones: geographies of female street prostitution in England and Wales , 1997 .

[59]  A. F. Anderson,et al.  Prostitutes, prostitution and STD/HIV transmission in mainland China. , 1996, Social science & medicine.

[60]  J. Strang,et al.  Female prostitutes in south London: use of heroin, cocaine and alcohol, and their relationship to health risk behaviours. , 1995, AIDS care.

[61]  M. Barnard Violence and vulnerability: conditions of work for streetworking prostitutes , 1993 .

[62]  T. F. Weaver,et al.  Evaluating Impacts from Noxious Facilities: Including Public Preferences in Current Siting Mechanisms , 1993 .

[63]  E. Larsen The Politics of Prostitution Control : Interest Group Politics in Four Canadian Cities , 1992 .

[64]  R. Mackenzie,et al.  A risk profile comparison of homeless youth involved in prostitution and homeless youth not involved. , 1991, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[65]  Peter J. Rousseeuw,et al.  Finding Groups in Data: An Introduction to Cluster Analysis , 1990 .

[66]  J. Goudsmit,et al.  HIV infection and STD in drug addicted prostitutes in Amsterdam: potential for heterosexual HIV transmission. , 1989, Genitourinary medicine.

[67]  Christopher J. Smith,et al.  ANY PLACE BUT HERE! MENTAL HEALTH FACILITIES AS NOXIOUS NEIGHBORS , 1981 .