Ana María Antonia Martínez Enríquez
Laboratorio: Inteligencia Artificial
Investigador Titular "Cinvestav 3C"
SNI I
+52 55 5747 3800 Ext. 6560
ammartin@cinvestav.mx
Áreas de investigación
Sus áreas actuales de interés son en inteligencia artificial distribuida, trabajo cooperativo asistido por computadora (CSCW) y más especificamente en edición cooperativa en la WEB (información compartida, infraestructura y conciencia de grupo).
- Computer-supported Cooperative Work .
- Deductive and Adaptive Collaborative Interfaces.
- Distributed Artificial Intelligence .
- Group awareness.
- Knowledge-based Systems.
- Machine Learning.
- Natural Language Processing.
- Pattern recognition.
Semblanza
Master and PhD in Computer Science, University Pierre et Marie Curie, Paris VI, France. Thesis in French: "The Design and Implementation of a Knowledge-Based System to infer implicit knowledge from a large DB of Organic compounds using NLP". She has focused on Artificial Intelligence, KBS, Pattern Recognition, NLP, Agents, CSCW, Groupware, Deductive and Adaptive collaborative interfaces.
Publicaciones recientes y/o relevantes
- 1. Mujahid Amna, Aslam Muhammad, Khan Muhammad Usman Ghani, Martinez-Enriquez AM, Haq Nazeef Ul Haq. "Multi-Class Confidence Detection Using Deep Learning Approach". Applied Sciences. ISSN 2076-3417 (2023); 13(9):5567. https://doi.org/10.3390/app13095567.
- 2. Rahat Maqsood Arif, Muhammad Aslam, Shaha Al-Otaibi, Ana María Martinez-Erniquez, Tanzila Saba, Saeed Ali Bahaj J., and Amjad Rehman (2023). "A Deep Reinforcement Learning Framework to Evade Black-Box Machine Learning Based IoT Malware Detectors Using GAN- Generated Influential Features". IEEE Access J. Vol. 11. Pages 133717-133729. Print ISSN: 2169-3536. Online ISSN: 2169-3536. DOI: 10.1109/ACCESS.2023.3334645.
- 3. Imran Mujaddid Rabbani, Muhammad Aslam, Ana María Martínez Enríquez. "SAFRank: Multi-agent based approach for Internet Services selection". International Arab Journal of Information Technology 19(3): 298-306 (2022). https://doi.org/10.34028/iajit/19/3/2.
- 4. Muhammad Farhan, Sohail Jabbar, Muhammad Aslam, Awais Ahmad, Muhammad Munwar Iqbal, Murad Khan, and Martinez-Enriquez Ana Maria. (2018). "A Real-Time Data Mining Approach for Interaction Analytics Assessment: IoT Based Student Interaction Framework". International Journal of Parallel Programming 46(5): 886-903 (2018), Springer Online-ISSN: 1573-7640. Printed-ISSN 0885-7458. https://doig.orgf/10.1007/s10766-017-0553-7.
- 5. Afraz Z. Syed, Muhammad Aslam, and Ana Maria Martinez-Enriquez. "Associating targets with SentiUnits: A Step Forward in Sentiment Analysis of Urdu text". Artificial Intelligence Review Vol. 41(4) pp. 535-561, 2014. Springer Science ISSN: 0269-2821 (print version) ISSN: 1573-7462 (e-version). DOI: 10.1007/s10462-012-9322-6.
- 6. Dominique Decouchant, Gonzalo Escalada-Imaz, Ana Maria Martinez Enriquez, Sonia Mendoza, and Aslam Muhammad. (2009). "Contextual Awareness based Communication and Coauthoring proximity in the Internet". Expert Systems with Applications, 36 Issue 4 (2009) pp. 8391-8406, An International Journal, Pergamon Press, United States, ISSN 0957-4174. doi:10.1016/j.eswa.2008.10.082.
- 7. Martinez-Enriquez A. M., Escalada-Imaz G., "The revision of inductive learning theory within incomplete and imprecise observations". In Expert Systems with Applications, an International Journal, Pergamum Press, Unites States, pp. 357-366, vol. 15, 1998. ISSN 0957-4174. PII: S0957-4174 (98)00060-8. https://doi.org/10.1016/S0957-4174(98)00060-8.
Proyectos relevantes
- Convenio de Colaboración bilateral (CONAHCyT) Cinvestav-IPN e Instituto de Investigación en Inteligencia Artificial, Barcelona España (IIIA-CSIC).
- Convenio de Colaboración tripartita: - Laboratory, Logiciels, Systèmes, Réseaux (LSR) IMAG, CNRS. Grenoble, Francia (Dr. Dominique Decouchant); - Departamento de Computación y Telemática del Centro de Investigación Cientítica y de Educación Superior de Ensenada, CICESE, Baja California (Dr. Jesús Favela Vara); - Departamento de Computación del Cinvestav, Zacatenco (Dra. Ana María Martínez Enríquez). La finalidad del proyecto fue el desarrollo de un editor cooperativo operando en la Web cuya finalidad es la colaboración, interacción y almacenamiento de documentos multimedia.