Publications
As of April 2024, over 5400 citations, h-index=37, i-index=70
“A Cybernetic Perspective on Generative AI in Education: From Transmission to Coordination”, Griffiths, D., Frías-Martínez, E., Tlili, A., & Burgos, D. (2024), in International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 8(5), 15-24, 2024. LINK PDF
“Machine Learning for Higher Education: Current State and Future Prospects”, E. Frias-Martinez, Radical Solutions for Artificial Intelligence and Digital Transformation in Education (Book Chapter), Springer-Verlag, 2024 [LINK]
“Declaración UNIR para un uso ético de la Inteligencia Artificial en Educación Superior”, D. Burgos, A. Corbi, E. Frias-Martinez, B. Ghorbal, et al. Proeduca. 2023 PDF
“Enhancing short-term crime prediction with human mobility flows and deep learning architectures”, J Wu, SM Abrar, N Awasthi, E Frias-Martinez, V Frias-Martinez, EPJ data science 11 (1), 53, 2022 LINK
“Improving epidemic risk maps using mobility information from mobile network data”, Elisa Cabana, Andra Lutu, Enrique Frias-Martinez, Nikolaos Laoutaris, Proc.30th Int. Conf. Advances in Geographic Information Systems, 2022 LINK PDF
“Using mobile network data to color epidemic risk maps”, Elisa Cabana, Andra Lutu, Enrique Frias-Martinez, Nikolaos Laoutaris, Proc.3rd ACM SIGSPATIAL Int.Workshop on Spatial Computing for Epidemiology, 2022 LINK PDF
“Comparing sources of mobility for modelling the epidemic spread of Zika virus in Colombia”, D Perrotta, E Frias-Martinez, A Pastore y Piontti, Q Zhang, M Luengo-Oroz, D Paolotti, M Tizzoni, A Vespignani, PLoS Neglected Tropical Diseases 16 (7), 2022 HTML
“Modeling International Mobility using Roaming Cell Phone Traces during COVID-19 Pandemic” M Luca, B Lepri, E Frias-Martinez, A Lutu, EPJ Data Science 11 (22), 2022 HTML PDF
“Trade-offs between individual and ensemble forecasts of an emerging infectious disease”, Rachel Jointman, Elisa Omodei, Moritz UG Kraemer,…,Enrique Frias-Martinez, Manuel Garcia-Herranz,Alex Perkins. Nature Commun 12, 5379, 2021 HTML
“Exploring night and day socio-spatial segregation based on mobile phone data: The case of Medellin (Colombia)”, B Moya-Gómez, M Stępniak, JC García-Palomares, E Frías-Martínez, Javier Gutiérrez, in Computers, Environment and Urban Systems 89, 2021 LINK PDF
“Análisis espacio-temporal de la segregación social a partir de datos detelefonía móvil: el caso de medellín (colombia)” , B. Moya-Gomez, M Stepniak, J. Garcia-Palomares, E. Frias-Martinez, J. Gutierrez, III Congreso Int Tec Informacion Geografica, Buenos Aires, Argentina, 2021 LINK
“The contribution of telco data to fight the COVID-19 pandemic: Experience of Telefonica throughoutits footprint”, Data & Policy 3 (2021) LINK PDF
“Spatial sensitivity Analysis for Urban Hotspots using Cell Phone Traces”, J. Wu, E. Frias-Martinez, V. Frias-Martinez, Environment and Planning B: Urban Analytics and City Science LINK PDF
“Addressing Under-Reporting to Enhance Fairness and Accuracy in Mobility-based Crime Prediction”, J. Wu, E. Frias-Martinez, V. Frias-Martinez, ACM SIGSPATIAL 2020 PDF LINK
“Flow descriptors of human mobility networks”, D. Pastos-Escudero, E. Frias-Martinez, arXiv 2020, arXiv:2003.07279. PDF
“Predicción del Número de Infectados por Enfermedades víricas usando Modelos SIR y Movilidad generada a Partir de la red de telefonia móvi”, E. Frias-Martinez, Book Chapter of ‘El Mito del Algoritmo: cuentos y cuentas de la Inteligencia Artificial’ (editorial Anaya Multimedia) LINK
“A Characterization of the COVID-19 Pandemic Impact on a Mobile Network Operator Traffic”. Lutu, A., Perino, D., Bagnulo, M., Frias-Martinez, E., & Khangosstar, J. (2020, October). A In Proc. ACM internet measurement conference (IMC). PDF LINK
“Actionable forecasting for emerging infectious diseases: a case study of the 2015-2017 Zika epidemic in Colombia, Oidtman, R. J., Omodei, E., Kraemer, M. U., Castaņeda-Orjuela, C. A., Rivera, E. C., Misnaza-Castrillón, S., E. Frias-Martinez & García-Herranz, M., In 2020 ESA Annual Meeting LINK
“Harnessing Cell Phone Traces to Model the Spread of Zika in Colombia”, D. Perrota, E. Frias-Martinez, M. Luengo-Oroz, D. Paolotti, M. Tizzioni, A. Vespigniani, NetSciX 2020, Tokio, Japan PDF
“The inverted U-shaped effect of urban hotspots spatial compactness on urban economic growth”, Xu, W., Chen, H., Frias-Martinez, E., Cebrian, M., & Li, X. (2019). Royal Society open science, 6(11), 181640, RSOS arXiv
“Comparing Sources of Mobility Information for Modelling the Spread of Zika”, D. Perrotta, E.Frias-Martinez, M. Luengo-Oroz, D. Paolotti, M. Tizzoni, A. Vespignani, Netmob 2019 PDF
“Comparison and Analysis of Migrant Identification Methods”, L. Hong, J. Wu, E. Frias-Martinez, A. Villareal, V. Frias-Martinez, Netmob 2019 PDF
“Analysis of Post-Migration Mobility and Social Ties of Internal Migrants”,V. Frias-Martinez, L. Hong, J. Wu, A. Villareal, E. Frias-Martinez, Netmob 2019 PDF
“Characterization of Internal Migrant Behavior in the Immediate Post-Migration Period using Cell Phone Traces”, L. Hong, J. Wu, E. Frias-Martinez, A. Villarreal, V. Frias-Martinez, 10th ACM Int. Conf.Information and Communication Technologies and Development (ICTD) LINK PDF
“Modelling the Epidemics Spread of Zika Using Mobile Phone Data in Colombia”. D. Perrotta, E. Frias-Martinez, M. Luengo-Oroz, D. Paolotti, M. Tizzoni, A. Vespignani, Conference on Complex Systems 2018 PDF
“Accuracy and Bias in the Identification of Internal Migrants using Cell Phone Data”, L. Hong, J. Wu, E. Frias-Martinez, A. Villareal, V. Frias-Martinez, AAAI ICWSM Workshop on Making Sense of Online Data for Population Research, 2018 PDF
“Modeling Human Migration patterns during Drought Conditions in La Guajira, Colombia”, S. Isaacman, V. Frias-Martinez, E. Frias-Martinez, 1st ACM SIGCAS Conference on Computing and Sustainable Societies LINK PDF
“MobInsight: A Framework using Semantic Neighborhood Features for Localized Interpretations of Urban Mobility”, S. Park, J. Serra, E. Frias-Martinez, N. Oliver, ACM Transactions on Interactive Intelligent Systems (TiiS) 8 (3), 23PDF LINK
“Estimación de la pobreza utilizando datos de teléfonoscelulares: evidencia de Guatemala” , M Hernandez, L Hong, V Frias-Martinez, A Whitby, E Frias-Martinez, Manual sobre utilidades de Big Data para Bienes Publicos (Invited Book Chapter) PDF
“Climate Change Induced Migrations from a Cell Phone Perspective”, S. Isaacman, V. Frias-Martinez, L. Hong, E. Frias-Martinez, NetMob 2017 PDF Poster
“LDA Mapping of Regional Socioeconomic Status”, L. Hong, E. Frias-Martinez, V. Frias-Martinez, NetMob 2017 PDF BOOK of Abstracts-Oral
“Estimating poverty using cell phone data: evidence from Guatemala”, M Hernandez, L Hong, V Frias-Martinez, A Whitby, E Frias-Martinez, World Bank Group Policy Research Paper PDF Link
“MobInsight: Understanding Urban Mobility with Crowd-Powered Neighborhood Characterizations”, S. Park, M. Bourqui, E. Frias-Martinez, 16th Int. Conf. Data Mining (ICDM 2016) PDF
“Topic Models to Infer Socio-Economic Maps”, L. Hong, E. Frias-Martinez, V. Frias-Martinez, AAAI’16 13th AAAI Conference on Artificial Intelligence, AAAI 2016 LINK
“Peer-to-Peer microlending platforms: Characterization of online traits”, G. Paruthi, E. Frias-Martinez, V. Frias-Martinez, IEEE Conf. Big Data 2016 PDF LINK
“The Role of Rating and Loan Characteristics in Online Microfunding Behaviors”, G. Paruthi, E. Frias-Martinez, V. Frias-Martinez, Bloomberg Data for Good Exchange 2016 PDF LINK
“Comparing and modeling land use organization in cities”, M. Lenormand , M. Picornell, O.G. Cantu-Ros, T. Louail, R. Herranz, M. Barthelemy, E. Frias-Martinez k, M. San Miguel and J.J. Ramasco, Royal Society Open Science 2, 1504-59 (2015) LINK
“Mobile Network Data for Public-Health: Opportunities and Challenges”, N. Oliver, A. Matic, E. Frias-Martinez, Frontiers in Public Health, 07 August 2015 LINK
“Understanding Lending Behaviors on Online Microlending Platforms: The Case for Kiva”, Gaurav Paruthi, Enrique Frias-Martinez and Vanessa Frias-Martinez, 2015 AAAI Conference on Web and Social Media (ICWSM) [PDF][External Link]
“Exploring the potential of phone call data to characterize the relationship between social network and travel behavior“, M. Picornell, T. Ruiz, M. Lenormand, J.J. Ramasco, T. Dubenet, E. Frias-Martinez, Transportation Vol. 42 Issue 4 (2015) Page 647-668 PDF Link
“Studying Human Behavior through the Lens of Mobile Phones during Floods”, A.J. Morales, D. Pastor-Escuredo, Y. Torres, V. Frias-Martinez, E. Frias-Martinez, N. Oliver, A. Rutherford, T. Logar, R. Clausen-Nielsen, O. de Backer, M.A. Luengo-Oroz, NetMob 2015 PDF NetMob book
“Urban Analysis for the XXI Century: Using Pervasive Infrastructures for Modeling Urban Dynamics”, BlogThinkBig, January 28th 2015 External Link PDF
“Uncovering the spatial structure of mobility networks”, T. Louail, M. Lenormand, M. Picornell, O. Garcia Cantu, R. Herranz, E. Frias-Martinez, J. Ramasco, and M. Barthelemy, Nature Communications, Volume: 6, Article number: 6007 Link ArXiv
“Spectral Clustering for Sensing Urban Land Use using Twitter Activity”, V. Frias-Martinez, E. Frias-Martinez, Engineering Applications of Artificial Intelligence, Vol. 35, October 2014, Pages 237–245, 2014 PDF Link
“Crowdsourcing Land Use Maps via Twitter”, E. Frias-Martinez, V. Frias-Martinez, KDD 2014 Workshop in Data Science for Social Good, 2014 PDF LINK
“Flooding through the lens of mobile phone activity”, D. Pastor, A. Morales, Y. Torres, J. Bauer, A. Wadhwa, C. Castro-Correa, A. Calderón-Mariscal, L. Romanoff , J. Lee, A. Rutherford, V. Frias-Martinez, N. Oliver, E. Frias-Martinez, M. Luengo-Oroz, IEEE Global Humanitarian Technology Conference (GHTC)arXiv LINK
“Cross-checking different sources of mobility information”, M. Lenormand, M. Picornell, O.G. Cantu-Ros, A. Tugores, T. Louail, R. Herranz, M. Barthelemy, E. Frias-Martinez, J.J. Ramasco, PLoS ONE 9(8): e105184. doi:10.1371/journal.pone.0105184 arXiv PLOS ONE
“From mobile phone data to the spatial structures of cities”, T. Louail, M. Lenormand, O. García Cantú, M. Picornell, R. Herranz, E. Frias-Martinez, J.J. Ramasco, M. Barthelemy, 2014, Scientific Reports 4, Article Number: 5276 arXiv:1401.4540 Nature Link
“Estimation of traffic flow using passive cell-phone data”, V. Frias-Martinez, Y. Moumni, E. Frias-Martinez, In Proceedings of the International Workshop on Data Science for Macro-Modeling ACM, June 2014. PDF LINK
“To Call, or To Tweet? Understanding 3-1-1 Citizen Complaint Behaviors”, V. Frias-Martinez, A. Sae-Tang, E. Frias-Martinez, Sixth Int. Conf. on Social Computing, SocialCom 2014, Stanford, CA, USA PDF LINK
“Assessing the Potential of Ride-Sharing Using Mobile and Social Data”, B. Cici, A. Markopoulou, E. Frias-Martinez, N. Laoutaris, 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), 2014, Best Paper Nominee, PDF LINK
“Consensus Clustering for Urban Land Use Analysis using Cell Phone Network Data”, V. Frias-Martinez, V.Soto, A. Sanchez, E. Frias-Martinez, Int. Journal of Ad-Hoc and Ubiquitous Computing, Vol. 17, No. 1 (2014) pp. 39 - 58. PDF LINK
“Characterizing Social Response to Urban Earthquakes using Cell-Phone Network Data: The 2012 Oaxaca Earthquake”, B. Moumny, V. Frias-Martinez, E. Frias-Martinez, Pervasive Urban Applications-PURBA 2013, Zurich,Switzerland 2013. PDF LINK
“A tale of 2 continents and 4 cities about the influence of demographics and social constraints on ride-sharing”, Blerim Cici, Enrique Frías-Martínez, Nikolaos Laoutaris, arXive PDF
“Can Cell Phone Traces Measure Social Development?”, V. Frias-Martinez, V. Soto, J. Virseda, E. Frias-Martinez, Third Conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Boston, MA PDF
“Simulation of Epidemic Spread using Cell-Phone Call Data: H1N1 Case Study”, E. Frias-Martinez, G. Williamson, V. Frias-Martinez, Third conference on the Analysis of Mobile Phone Datasets, NetMob 2013, Boston, MA PDF
“Exploiting Foursquare and Cellular Data to Infer User Activity in Urban Environments”, A. Noulas, C. Mascolo and E. Frias-Martinez, IEEE Mobile Data Management 2013 (MDM 2013)PDF External Link
“Quantifying the Potential of Ride-Sharing using Call Description Records”, B. Cici, A. Markopoulou, E. Frias-Martinez, N. Laoutaris, Int. Workshop on Mobile Computing Systems and Applications - ACM HotMobile 2013PDF External Link
“Forecasting Socioeconomic Trends With Cell Phone Records”, V. Frias-Martinez, C. Soguero, M. Josephidou and E. Frias-Martinez, 3rd ACM Symposium on Computing for Development (DEV’13), Bangalore, India, 2013[PDF] External Link
“Adaptive Non-Parametric Identification of Dense Areas Using Cell Phone Records for Urban Analysis”, A. Rubio, A. Sanchez, E. Frias-Martinez, Int. J. Engineering Applications of Artificial Intelligence (EAAI), Vol. 26(1), Jan 2013, pp. 551-563 PDF External Link
“Uncovering the Spatio-Temporal Structure of Social Networks using Cell Phone Records”, Luis G. Moyano, Oscar Rocardo Moll Thomae, E. Frias-Martinez, 2012 IEEE ICDM International Workshop on Data Mining Networks (DaMNet 2012), Brussels, Belgium PDF External Link
“Characterizing Urban Landscapes using Geolocated Tweets”, V. Frias-Martinez, V. Soto, H. Hohwald, E. Frias-Martinez, 2012 Int. Conference on Social Computing (SocialCom), Amsterdam, The Nederlands, 2012 PDF External Link
“Estimation of Urban Commuting Patterns Using Cellphone Network Data”, V. Frias-Martinez, C. Soguero, E. Frias-Martinez, ACM SIGKDD Int. Workshop on Urban Computing (UrbComp), Beijin, China, 2012 PDF External Link
“Computing Cost-Effective Census Maps From Cell Phone Traces”, Vanessa Frias-Martinez, Victor Soto, Jesus Virseda and Enrique Frias-Martinez, Pervasive Urban Applications -PURBA 2012, Newscastle, UK, 2012 PDF [External Link]
“Measuring the Impact of Epidemic Alerts on Human Mobility using Cell-Phone Network Data”, Vanessa Frias-Martinez, Alberto Rubio and Enrique Frias-Martinez,Pervasive Urban Applications -PURBA 2012, Newscastle, UK, 2012 PDF [External Link]
“On the Relation between Socio-Economic Status and Physical Mobility”, V. Frias-Martinez, J. Virseda, E. Frias-Martinez, Journal of Information Technology for Development, Special Issue on ICT and Human Mobility: Cases from developing countries and beyond,Feb. 2012 , pp 1-16 PDF External Link
“Fermis Sibyl: Mining the gamma-ray sky for dark matter subhaloes”, N. Mirabal, V. Frias-Martinez, T. Hassan, E. Frias-Martinez, Monthly Notices Royal Astronomical Society (2012) PDF
“An Agent-Based Model of Epidemic Spread using Human Mobility and Social Network Information”, E. Frias-Martinez, G. Williamson, V. Frias-Martinez, The 3rd IEEE Int. Conf. on Social Computing (SocialCom 2011), Boston, MA, USA PDF External Link PPT
“Urban Analysis for the XXI Century: Using Pervasive Infrastructures for Modeling Urban Dynamics”, E. Frias-Martinez, XXI Jornadas Telecom: Las TIC en las Ciudades del Futuro, Santander, 2011 . Best Paper Award in Smart Cities.PDF Presentation
“Automated Land Use Identification using Cell-phone Records”, V. Soto, E. Frias-Martinez, 3rd ACM Int. Workshop on Hot Topics in Planet-Scale Measurement, in conjuntion with ACM MobiSys2011, Washington DC, 2011 PDF Link PPT
“Robust Land Use Characterization of Urban Landscapes using Cell Phone Data”, V.Soto, E. Frias-Martinez, Workshop on Pervasive Urban Applications in conjuntion with 9th Int. Conf. on Pervasive Computing, San Francisco, CA,2011 PDF Link PPT
“Prediction of Socioeconomic Levels using Cell Phone Records”, V. Soto, V. Frias-Martinez, J. Virseda and E. Frias-Martinez, International Conference on User Modeling, Adaptation and Personalization (UMAP), Industrial Track, Girona, Spain, 2011PDF Link
“Multi-dimensional MR spectroscopy: towards a better understanding of hepatic encephalopathy”, M.K. Sarna, A. Huda, R. Nagarajan, C.H. Hinkin, N. Wilson, R.K. Gupta, E. Frias-Martinez, J. Sayre, B. Guze, S.-H. Han, M.A. Thomas, Metabolic Brain Diseases 2011. PDF External Link
2010 and before:
URBAN COMPUTING/SMART CITIES
“The Role of Telco Companies in Human Mobility Applications”, E. Frias-Martinez in Tecnologias para lasComunicaciones del Futuro, ISBN 978-84-9916-948-4, 2010 pp. 126-130[External Link].
“Querying Spatio-Temporal Patterns in Mobile Phone-Call Databases”, M. Vieira , E. Frias-Martinez, P. Bakalov, V. Frias-Martinez, V. Tsotras, 11th Int. Conf. On Mobile Data Management MDM2010, Kansas City, Missouri. [PDF][External Link].
“Characterizing Dense Urban Areas from Mobile Phone-Call Data: Discovery and Social Dynamics”, M. Vieira, V. Frias-Martinez, N. Oliver, E. Frias-Martinez, 2nd Int. Conference on Social Computing (SocialCom2010), Minneapolis, Minnesota, USA. [PDF][External Link].
AI FOR SOCIAL GOOD
“Socio-Economic Levels and Human Mobility”, Vanessa Frias-Martinez, Jess Virseda and Enrique Fras-Martnez, Qual Meets Quant Workshop - QMQ 2010 (at the International Conference on Information & Communication Technologies and Development, ICTD 2010), London, UK. [PDF][External Link].
“The Anatomy of Mobile Handsets: On the development of effective cell phone services”, V. Frias-Martinez, J. Virseda, E. Frias-Martinez, 2nd International Conference on M4D - Mobile Communication Technology for Development,Kampala, Uganda, November 2010. [PDF][External Link].
“Towards Large Scale Technology Impact Analyses: Automatic Residential Localization from Mobile Phone-Call Data”, V. Frias-Martinez, J. Virsena, A. Rubio, E. Frias-Martinez, International Conference on Information & Communication Technologies and Development ICTD 2010, London, UK. [PDF][External Link].
“Human Mobility in Advanced and Developing Economies: A Comparative Analysis”, A. Rubio, V. Frias-Martinez, E. Frias-Martinez and N. Oliver, AAAI 2010 Spring Symposia Artificial Intelligence for Development, AI-D 2010, Stanford, USA. [PDF][External Link].
“A Gender-centric Analysis of Calling Behavior in a Developing Economy Using Call Detail Records”, V. Frias-Martinez, E. Frias-Martinez and N. Oliver, AAAI 2010 Spring Symposia Artificial Intelligence for Development, AI-D 2010, Stanford, USA. [PDF][External Link].
USER MODELING
“ARBUD: A Reusable Architecture for Building User Models from Massive Datasets”, H. Hohwald, E. Frias-Martinez, N. Oliver, Workshop on Pervasive User Modeling and Personalization (PUMP), UMAP 2010, Hawaii, USA.[PDF][External Link].
“User Modeling for Telecommunication Applications: Experiences and Practical Implications”, H. Hohwald, E. Frias-Martinez, UMAP 2010 - Industrial Track, Hawaii, USA. [PDF][External Link].
“Mobile Web Profiling: A Study of Surfing Habits of Mobile Users”, D. Olmedilla, E. Frias-Martinez, R. Lara, UMAP 2010-Industrial Track, Hawaii, USA. [PDF][External Link].
“Explicit vs. Implicit Tagging for User Modelling”, E.Frias-Martinez, M. Cebrian, M. Pascual, N. Oliver, Workshop in Personalization in Mobile and Pervasive Computing, UMAP 2009, Trento, Italy. [PDF][External Link].
“Evaluation of a Personalized Digital Library based on Cognitive Styles: Adaptivity vs. Adaptability, E. Frias-Martinez, S. Chen, X. Liu in International Journal of Information Management, 29(1), 48-56, 2009. [PDF][External Link].
“Understanding Web Site Redesigns in Small and Medium-Sized Enterprises (SMEs): A UK based study on the applicability of e-commerce stage Models”, F. Alonso, G. Fitzgerald, E. Frias-Martinez in European Journal of Information Systems (2009) 18, 264-279.[PDF][External Link].
“A Study on the Granularity of User Modeling for Tag Prediction”, E. Frias-Martinez, M. Cebrian, A. Jaimes, 2008 IEEE/ACM/WIC International Conference on Web Intelligence, 9-12Dec., Sydney,2008. [PDF][External Link].
“Investigation of Behavior and Perception of Digital Library Users: A cognitive Style Perspective, E. Frias-Martinez, S. Chen, X. Liu in International Journal of Information Management, Vol. 28(5),Pages 355-365. [PDF][External Link].
“The Role of Human Factors in Stereotyping Behaviour and Perception of Digital Library Users: A Robust Clustering Approach”, E. Frias-Martinez, S. Chen, X. Liu, R. Macreadie in User Modeling and User Adapted Interaction 17(3), 2006, 305-337. [PDF][External Link].
Automatic Cognitive Style Identification of Digital Library Users for Personalization, E. Frias-Martinez, S. Chen, X. Liu, in Journal of the American Society for Information Science and Technology 58(2), 237-251, 2006. [PDF][External Link].
Automated User Modeling for Personalized Digital Libraries, E. Frias-Martinez, G. Magoulas, S. Chen, R. Macredie, in International Journal of Information Management 26 (3), pp.234-248, 2006. [PDF][External Link].
Survey of Data Mining Approaches to User Modeling for Adaptive Hypermedia, E. Frias-Martinez, S. Chen, X. Liu, in IEEE Transactions in System, Man and Cybernetics Part C 36(6), 734-749, 2006. [PDF][External Link].
Modeling Human Behavior in User-Adaptive Systems: Recent Advances Using Soft Computing Techniques, Frias-Martinez E., Magoulas G., Chen S., Macredie R., in Expert Systems with Applications, vol. 29(2), 2005, pp. 320-329. [PDF][External Link].
Recent Soft Computing Approaches to User Modeling in Adaptive Hypermedia, Frias-Martinez E., Magoulas G.D., Chen S., and Macredie R., In Paul De Bra, Wolfgang Nejdl (eds), Adaptive Hypermedia and adaptive web-based systems, Eindhoven, The Netherlands, Aug. 2004, LNCS 3137, Springer, 104-113.[PDF][External Link]
## WEB MINING / DATA MINIG
“Analyzing the Role of Dimension Arrangement for Data Visualization in Radviz”, L. di Caro, V. Frias-Martinez, E. Frias-Martinez, PAKDD 2010, Hyderabad, India. [PDF][External Link].
“Automatic Generation of Cognitive Theories using Genetic Programming”, E. Frias-Martinez, F. Gobet, in Minds and Machines: Journal of Artificial Intelligence, Philosophy and Cognitive Science, 17(3), 287-309, 2007. [PDF][External Link].
“Mining User Preferences of Multimedia Interfaces with K-modes”, K.A. Chrysostomou, E. Frias-Martinez, S. Y. Chen, X. Liu, in 2006 IEEE International Conference on Systems, Man, and Cybernetics, Oct. 2006, Taipei, Taiwan. [PDF][External Link].
“A Customizable Behavior Model for Temporal Prediction of Web User Access Sequences”, E. Frias-Martinez, Vijay Karamchety in O.R. Zaiane, J. Srivastava, M. Spiliopolou and B Masand (Eds.), LNAI 2703, 2003, ISBN:3-540-20304-4.[PDF][External Link].
“Reduction of User Perceived Latency for a Dynamic and Personalized Site Using Web-Mining Techniques”,Enrique Frias-Martinez, Vijay Karamcheti, WEBKDD2003 Workshop, The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2003, Washington D.C. [PDF][External Link].
“A Prediction Model for User Access Sequences”, E. Frias-Martinez, V. Karamcheti, in Proc. 4th WEBKDD Web Mining for Usage Patterns and User Profiles Workshop part of The Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23-26 July 2002, Edmonton, Canada, pp. 53-62. [PDF][External Link].
SOCIAL NETWORKS ANALYSIS
“How did you get to know that? A traceable word-of-mouth algorithm”, M. Cebrian, E.Frias-Martinez, H. Hohwald, R. Lara, N. Oliver, Symposium on Social Intelligence and Networking (SIN09), August 2009, Vancouver, Canada. [PDF][External Link].
“Word-of-mouth algorithms: What you do not know will hurt you”, M. Cebrian, E. Frias-Martinez, Workshop on Multimodal Sensor-Based Systems and Mobile Phones for Social Computing, part of 11th Int. Conf. on Multimodal Interfaces 2009 (ICMI 2009), Cambridge, MA, November 2009. [PDF][External Link].
“Introducing Causality and Traceability in Word-of-Mouth Algorithms”, H. Hohwald, E. Frias-Martinez, M. Cebrian, N. Oliver, Workshop on Information in Networks (WIN), September 25-26, NYU, NYC, USA, 2009.[PDF][External Link].
BIOMETRICS / IMAGE PROCESSING
“Three-Dimensional Facial Surface Modeling Applied to Recognition “, A.B. Moreno, A. Sanchez, E. Frias-Martinez, Int. Journal Engineering Applications of Artificial Intelligence 22 (2009), 1233-1244. [PDF][External Link].
“Robust Representation of 3D Faces for Recognition”, A.B. Moreno, A. Sanchez, E. Frias-Martinez, in International Journal of Pattern Recognition and Artificial Intelligence Vol. 20(8), 2006. [PDF][External Link].
“Support Vector Machines versus Multi-Layer Perceptrons for Efficient Off-Line Signature Recognition”, E. Frias-Martinez, A. Sanchez, J. Velez, in Engineering Applications of Artificial Intelligence Vol. 19 (6), pp. 693-704, 2006. [PDF][External Link].
“Machine Learning Techniques for Automatic Image Processing”, E. Frias-Martinez, First Workshop on Intelligent Image Processing & Biometric Recognition, Universidad Rey Juan Carlos, Madrid, Spain, December 2003 (ISBN 84-9772-660-X). [PDF][External Link].
“SIMD Optimization of Euclidean Distance Transforms for Pattern Recognition”, B. Martn, A.B. Moreno, A. Snchez and E. Frias-Martinez, in Proceedings of 2nd International Conference on Visualization, Imaging, and Image Processing (VIIP 2002), September 9-12, 2002, Mlaga, Spain. [PDF][External Link].
“Design of a Fuzzy Distance for a CBIR System”, Oscar D. Robles Snchez, E. Frias-Martinez in Proceedings of the Second European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems, 19-21 September 2002, Albufeira, Portugal. [PDF][External Link].
MEDICAL APPLICATIONS & USER MODELING
“Tracking medication information accross medical records”, J. E. Iglesias, K. Rocks, N. Jadahanshad, E. Frias-Martinez, A.T. Bui, American Medical Informatics Asociation (AMIA) 2009 Anual Symposium. [PDF][External Link].
“Improved Spectral resolution in 2D Localized Correlated Spectroscopy Using Enhanced Covariance NMR”, N. Wilson, E. Frias-Martinez, M.A. Thomas, Proc. Int. Society for Margnetic Resonance in Medicine 2009 (ISMRM). [PDF][External Link].
“ProFit-based Quantitation of Cerebral Metabolites using 2D L-COSY at 3T Magnetic Resonance”, E. Frias-Martinez, N. Rajakumar, X. Liu, et al., ISMRM 2008 Proc. Internacion Society for Magnetic Resonance in Medicine, Toronto, Canada May 2008. [PDF][External Link].
“A Pilot Comparison of 2D and 1D MR Spectroscopic Quantitation of Metabolites in Healthy Human Brain at 3T Magnetic Resonance”, E. Frias-Martinez, N. Rajakumar, S. Ramadan, et al., ISMRM 2008 Proc. International Society for Magnetic Resonance in Medicine, Toronto, Canada May 2008. [PDF][External Link].
Profit-Based Two-dimensional 1H MR Spectroscopic Quantitation of metabolies in healthy Human Brain using 3T and 1.5T MRI scanners, M.A.Thomas, E. Frias-Martinez, S. Liu, et al., RSNA 2007 Proc. of the Radiological Society of North America, Chicago, USA, Nov. 2007. [PDF][External Link].
SOFT COMPUTING / FUZZY LOGIC
“Efficient Fuzzy Compiler for SIMD Architectures”, E. Frias-Martinez, J. Gutirrez-Ros, F. Fernandez, in International Journal of Applied Soft Computing, Vol. 4(3), 2004, pp. 287-30. [PDF][External Link].
“Design of a Lukasiewicz Rule-Driven Fuzzy Processor”, E. Frias-Martinez, in Soft Computing , a Fusion of Foundations, Methodologies and Applications, Vol. 7(2002), no.1,pp. 65-71. [PDF][External Link].
“Universal Fuzzy System to Takagi-Sugeno Fuzzy System Compiler”, E. Frias-Martinez, in Proc. 2002 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2002), Honolulu, Hawaii, USA, May 12-17, 2002, pp. 305-309. [PDF][External Link].
“Design of a fuzzy positioning controller for a robot (in Spanish), V. Frias-Martinez, E. Frias- Martinez, in Proceedings of the 9th Conference of the Spanish Association of Artificial Intelligence, Gijn, Spain, Nov. 2001, pp. 705-714. [PDF][External Link].
“Real-Time Fuzzy Controller on a HC12 Microcontroller (in Spanish), E. Frias-Martinez, V. Frias-Martinez, in Proceedings of the 9th Conference of the Spanish Association of Artificial Intelligence, Gijn, Spain, Nov. 2001, pp. 1167-1176. [PDF][External Link].
“Real-Time Fuzzy Processor on a DSP, E. Frias-Martinez, in 8th IEEE International Conference on Emerging Technologies and Factory Automation, Antibes, Juan-les-pins, France, Oct. 2001, pp. 403-408. [PDF][External Link].
“Real-Time Full-Programmable Fuzzy Processor on an Intel Pentium III, E. Frias-Martinez, J. Gutirrez Ros, F. Fernndez, in The 2ndEuro. Soc. for Fuzzy Logic and Technology Conference, Leicester (England), Sep. 2001, pp. 67-70. [PDF][External Link].
“Design of a Rule-Driven Architecture for a Generic T-norm”, E. Frias-Martinez, J. Gutirrez-Ros, F. Fernndez, in Mathware & Soft Computing, Vol. VII, no. 3,Dec. 2000. [PDF][External Link].
“High-Speed Full-Programmable Fuzzy Controller (in Spanish), E. Frias-Martinez, J. Gutirrez Ros, F. Fernndez, in X Spanish Congress on Fuzzy Logic, ESTYLF 2000, Seville, Sep. 2000, pp. 273-278. [PDF][External Link].
“9 MFLIPs Serial-Parallel Full-Programmable Fuzzy Controller on a TI TMS 320C6201”, E. Frias-Martinez, J. Gutirrez Ros, F. Fernndez, in The Third European Texas Instruments DSP Conference, Paris, Sep. 2000. [PDF][External Link].
“Rule-Driven Architecture for a Lukasiewicz T-norm”, E. Frias-Martinez, J. Gutirrez Ros, F. Fernndez, in Eight International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems(IPMU 2000), Madrid, Spain, Jul. 2000, pp. 25-29. [PDF][External Link].
“High-Speed Full-Programmable Fuzzy Controller on a DSP”, E. Frias-Martinez, J. Gutirrez Ros, F. Fernndez, in Second International ICSC Symposium on Engineering of Intelligent Systems, EIS’2000, Scotland, Jun. 2000, pp. 599-603. [PDF][External Link].
“Pseudo Rule-Driven Model for a Programmable T-norm”, E. Frias-Martinez, J. Gutirrez Ros, F. Fernndez, in The Ninth IEEE Int. Conf. Fuzzy Systems, FUZZ-IEEE 2000, San Antonio, TX, USA, May. 2000, pp. 324-327. [PDF][External Link].
“Hardware for Fuzzy Processing (in Spanish), E. Frias-Martinez, J. Gutirrez Ros, in III Conference of the Spanish Association of Artificial Intelligence, Murcia, Spain, Nov. 99, pp. 13-19. [PDF][External Link].
“Rule-Driven Processing for a Generic T-norm (in Spanish), E. Frias-Martinez, J. Gutirrez Ros, Felipe Fernndez, in First European EUSFLAT-ESTYLF Joint Conference, Palma, Spain, Sep. 1999, pp. 191-1941. [PDF][External Link].
Ph.D. & MASTER THESIS
“High-Speed Fully-Programmable Fuzzy System on Standard Architectures” - in Spanish “Modelo de controlador borroso completamente programable de altas prestaciones y su desarrollo”, Ph.D. Thesis, Universidad Politecnica de Madrid [PDF][External Link]
“User Modelling for Digital Libraries: A Data Mining Approach”, Ph.D. Thesis. Brunel University [PDF] [External Link]
“A Comparison Study of JPRESS and COSY for Quantitation of 2D Magnetic Resonance Spectroscopy”, M.Sc. Thesis, University of California, Los Angeles [PDF][External Link]
“Spatiotemporal analysis of social segregation basen on mobile phone dara: the case of Medellin (Colombia)”, B. Moya-Gomez, M Stepniak, J. Garcia-Palomares, E. Frias-Martinez, J. Gutierrez, Comuters, Environment and Urban Systems 89 (2021) [LINK]