Committee

Call for Papers

Paper guidelines

Papers should be prepared according to the author guidelines indicated in the template, and they should be a maximum of twelve (12) pages long including references. The page size is letter.

All papers must be submitted in electronic format as PDF files before the submission deadline. All papers are subject to a single-blind review process. All papers are written in Spanish. A paper must be submitted via the CMT online submission system: CICD

List of topics

• Data preprocessing
• Didactics in Data Science
• Education
• Exploratory data analysis
• Feature engineering
• Dimensionality reduction
• Statistical inference
• Time series analysis
• Supervised learning
• Unsupervised learning
• Deep learning
• Data visualization
• Model evaluation and validation
• Big data processing
• Cloud-based data pipelines
• Data ethics and governance
• AI for decision support
• Data science applications

Important Dates

• Paper submission deadline: June 29, 2025
• Paper submission deadline: July 6, 2025
• Paper submission deadline: July 19, 2025


• Review deadline: July 27, 2025
• Review deadline: August 3, 2025
• Review deadline: August 11, 2025


• Review deadline: August 8, 2025
• Acceptance notification: August 13, 2025


• Camera-ready files due: August 17, 2025


• Event date: August 27, 28 and 29, 2025

Keynote Speakers

Dr. José Jaime Vázquez López José Jaime Vázquez López is currently the Vice Rector of the Benemérita Universidad Autónoma de Puebla (BUAP), with a distinguished academic and administrative career. He holds a Doctorate in Education and has held key roles at BUAP, including Vice Rector of Budget, Planning, and Institutional Research and Vice Rector for Teaching, as well as Secretary General. He has also been a faculty member and led significant academic projects, demonstrating his extensive knowledge and experience in university management and higher education.

Presentation name: De los datos a la toma de decisiones: trazando el futuro de la ciencia de datos al 2050.

MSc. Gerardo Pérez Lechuga Gerardo Pérez holds a Bachelor's degree in Industrial Engineering from the National Polytechnic Institute's (IPN) Interdisciplinary Professional Unit of Engineering and Administrative Sciences, and a Master of Science degree sponsored by CONACYT. He brings 20 years of experience in global technology companies, having held various roles including IT infrastructure management, Project Management, presales, and digital transformation consulting. Currently, he serves as the Director of Digital Manufacturing and Sustainability Portfolio at Siemens S.A., where he helps companies achieve their productivity and sustainability goals through Industry 4.0 and its underlying technologies. He is also the Program Manager for Siemens Xcelerator in the México and Central America region and collaborates with Siemens' strategic partners on industrial digital transformation initiatives.

Presentation name: Del mundo real al metaverso industrial: la jornada de los datos.

Dr. Pablo Camarillo Ramírez He is a Senior Software Engineer at FICO and an Associate Professor at ITESO, specializing in Big Data and data ingestion. He is currently pursuing a doctorate focused on massive data visualization. His experience includes developing applications in Spark on AWS EMR using Kinesis and S3. He has also worked on Oracle Golden Gate stress testing and software for Software-Defined Networks (SDN). Additionally, he has contributed to the development of continuous integration infrastructure on High-Performance Computing (HPC) clusters.

Presentation name: Harmony in Data: Building Bridges Between Engineering Precision and Scientific Insight.

Ing. Anayansi Cruz De los Santos Computer Science Engineer with over 20 years of international experience in digital transformation and enterprise technology. Specialized in SAP ecosystems, she has led strategic projects across industries such as manufacturing, finance, and the public sector. Known for translating complex business needs into scalable solutions, she has worked with global firms like T-Systems, Softtek, Interamerican Development Bank and Deloitte US, certifications in SAP S/4HANA Finance, Integration Suite, and Project Management, combining technical depth with a results-driven approach.

Presentation name: Del recurso a la estrategia: La evolución de los datos como pilar en la economía global

Dr. Carlos García Franchini Industrial Engineer with a Ph.D. in Management. He boasts 46 years of experience in teaching and educational management. He founded 13 technological institutes and developed several academic programs at TecNM. He served as director at multiple campuses and as president of ANFEI. He has published 5 books and coordinates the National Basic Sciences Competition.

Presentation name: Una vista longitudinal de las bases de datos

Dr. Gerardo Ramírez Zamudio He is an executive with over 30 years of experience in project leadership and digital transformation. He has worked at companies such as Cisco, Deloitte, Pemex, VW, and Coca-Cola, leading areas like IT, PMO, ERP, and software development. He specializes in IT strategy, innovation, artificial intelligence, and process improvement. His past roles include Director of Delivery, Senior PMO, and Technology Manager. His focus areas include strategic planning, change management, and business coaching.

Presentation name: Descifrando la columna vertebral digital: Oportunidades de la ciencia de datos en las redes de alta escala.

Dr. Nicolás Arrioja Landa Cosio A Computer Engineer specializing in artificial intelligence and computer graphics. He is a pioneer in virtual reality in Latin America, a video game developer, and the author of seven technical books. He has served as a professor, speaker, and mentor at universities in México and abroad. As the founder of BRAINC, he collaborates with companies on digital transformation and technological innovation. He shares knowledge in programming and AI through his YouTube channel, which features over 1,400 videos.

Presentation name: Data Whisperer: El arte de influir con datos.

Ing. Leonardo Ramírez Sustaita Leonardo Ramírez Sustaita is the CEO and Founder of UDAAN and Disruptors México, a Master Ontological Coach with over 12 years of experience helping leaders and teams boost performance and well-being. He has led large-scale events impacting 17,000+ people across Latin America and collaborated with the INP on workplace stress research. His clients include major companies like Volkswagen, CFE, and OXXO.

Presentation name: La competencia mejor pagada en las organizaciones
Workshop name: Aprendiendo a diseñar una conversación

M.C. Mario Alberto Rivera Legarreta Mario Rivera is a software development, marketing, and data analysis specialist with over a decade of experience in digital strategies for politics and business. He is Director of Data Analysis and Marketing at Campaigns & Elections and founder of UXEN, a company creating innovative mobile applications.

Presentation name: Del Big Data al Big Influence: El Poder de los Datos en la Comunicación Política y Comercial

Capitán Eduardo Galindo Castro Retired from the Mexican Navy, he is a Naval Engineer with a Master's in Educational Sciences. He specializes in national security, intelligence, cybersecurity, and forensic criminology. He has held strategic positions in the Navy, Public Security, and the private sector. He possesses extensive academic training in command, politics, teaching, and special operations. He has received national and international recognition for his work in security and expertise.

Presentation name: Navegando con Datos: analítica predictiva para optimizar la planificación y las maniobras marítimas

Lic. Jhonatan Ortíz González Jhonatan Ortiz González, born on March 15, 1991, has over nine years of experience in public security and information analysis. He is currently the Head of the Analysis Department at C5i Puebla. He has held relevant positions in security institutions in Puebla, Tlaxcala, and San Andrés Cholula. He holds a certification in human capital development and has studied Law and Computer Engineering. His profile is characterized by leadership, analytical skills, and effective team building.

Presentation name: Big Data y Seguridad Pública.

This edition will be held in Albert Einstein Auditorium, Facultad de Ciencias de la Computación, Benemérita Universidad Autónoma de Puebla, Puebla, México.

Program

The following program corresponds to the academic sessions and keynote talks scheduled for the ICDS 2025 conference, 27, 28 and 29 of August 2025.

August 27, 2025

• 08:45 – 09:00InauguraciónOpening
• Keynote Speech
• 09:00 – 10:00 Dr. José Jaime Vázquez López Keynote

• De los datos a la toma de decisiones: trazando el futuro de la ciencia de datos al 2050

• María Teresa Torrijos Muñoz

  Moderator
• 10:00 – 10:15Break
• 10:15 – 11:15 M.C. Gerardo Pérez LechugaKeynote

• Del mundo real al metaverso industrial: la jornada de los datos.

• Yalú Galicia Hernández

  Moderator
• 11:15 – 12:15Dr. Pablo Camarillo RamírezKeynote

• Harmony in Data: Building Bridges Between Engineering Precision and Scientific Insight.

• Zobeida Jezabel Guzmán Zavaleta

  Moderator
• 12:15 – 12:30Break
• 12:30 – 13:30Ing. Anayansi Cruz de los SantosKeynote

• Del recurso a la estrategia: La evolución de los datos como pilar en la economía global.

• Zobeida Jezabel Guzmán Zavaleta

  Moderator
• 13:30 – 13:50Break
• Keynote
• 13:50 – 14:10Andrés Felipe Osorio Benavides, Lauro Reyes Cocoletzi, Jesús García Ramírez,
  Ricardo Ramos Aguilar Talk

• Predicción de la calidad del aire en la Ciudad de México mediante técnicas de
  modelado predictivo.

• Carlos Leopoldo Carreón Díaz de León

  Moderator
• 14:10 – 14:30Héctor David Ramírez Hernández, Nelva Betzabel Espinoza Hernández,
  Roberto Contreras Juárez, Héctor Gabriel Ramírez Espinoza Talk

• Más Allá del Código: La Relevancia de la Estadística en la Ciencia de Datos.

• José Alejandro Reyes Ortiz

  Moderator
• 14:30 – 14:50Mauro Alberto López Muñoz, Berenice Rodríguez Pedroza,
  María Teresa Torrijos Muñoz, Carlos Armando Ríos Acevedo Talk

• Equilibrio Entre Privacidad y Democratización.

• Claudia Zepeda Cortés

  Moderator
• 14:50 – 15:10Ángel De Jesús Elvis Gutiérrez Pacheco, Keira Marisa Garrido Aguirre, Iván Pérez Sánchez,
  Michell León Paredes, Luis Yael Méndez Sánchez Talk

• Evaluación comparativa de modelos Transformer preentrenados (BERT, RoBERTa, RoBERTuito
  y DistilBERT) para la clasificación de emociones en textos breves en español.

• Mireya Tovar Vidal

  Moderator
• 15:10 – 15:30Daniel González Arriaga, Juan Carlos Conde Ramírez, Carlos Leopoldo Carreón Díaz de León,
  María Teresa Torrijos Muñoz Talk

• ⁠Pedagogías para la enseñanza del científico de datos

• María Teresa Torrijos Muñoz

  Moderator
• 15:30 – 15:50Jaime Alejandro Romero Sierra, Daniel Marcelo González Arriaga,
  Carlos Leopoldo Carreón Díaz de León, Juan Carlos Conde Ramírez Talk

• Expectativas de los estudiantes de Ingeniería en Ciencia de Datos.

• María Teresa Torrijos Muñoz

  Moderator

August 28, 2025

• Keynote Speech
• 09:00 – 10:00Dr. Carlos García Franchini Keynote

• Una vista longitudinal de las bases de datos.

• Hilda Castillo Zacatelco

  Moderator
• 10:00 – 10:15Break
• 10:15 – 11:15Dr. Gerardo Ramírez Zamudio Keynote

• Descifrando la columna vertebral digital: Oportunidades de la ciencia de datos en las redes de alta escala.

• Hilda Castillo Zacatelco

  Moderator
• 11:15 – 12:15Dr. Nicolás Arrioja Landa CosioKeynote

• Data Whisperer: El arte de influir con datos.

• Juan Carlos Conde Ramírez

  Moderator
• 12:15 – 12:30Break
• 12:30 – 13:30Ing.Leonardo Ramírez Sustaita Keynote

• La competencia mejor pagada en las organizaciones.

• Juan Carlos Conde Ramírez

  Moderator
• 13:30 – 13:50Break
• Keynote
• 13:50 – 14:10Joab Atietl Aguilar Mendoza, Daniel Carreño Aguilar, Gustavo Emilio Mendoza Olguín,
  Luis Yael Méndez Sánchez Talk

• Una comparativa de técnicas explicables de generación de datos sintéticos.

• Martha Alvarado Arellano

  Moderator
• 14:10 – 14:30Berenice Rodríguez Pedroza, Mauro Alberto López Muñoz, María Teresa Torrijos Muñoz Talk

• El impacto de la desdemocratización de la ciencia de datos en el desarrollo de la
  educación y la ciencia

• Jaime Alejandro Romero Sierra

  Moderator
• 14:30 – 14:50Eugenia Erica Vera Cervantes, Josefina Guerrero García, José Areli Carrera Román Talk

• Desarrollo de un sistema hipermedia adaptativo para potenciar capacidades de aprendizaje
  en matemáticas financieras de nivel superior

• Jaime Alejandro Romero Sierra

  Moderator
• 14:50 – 15:10Jorge León Vivanco, Luis Yael Méndez Sánchez, María Josefa Somodevilla García,
  Darnes Vilariño Ayala,Gustavo Emilio Mendoza Olguín Talk

• Clasificación de emociones en textos en español mediante un enfoque híbrido de
  Transformers y Aprendizaje Automático

• Carlos Leopoldo Carreón Díaz de León

  Moderator
• 15:10 – 15:30Regina Monserrat Avelino Farfán, Carlos Leopoldo Carreón Díaz de León,
  Daniel Marcelo González Arriaga Talk

• Sistema de Interfaz Cerebro Computadora basado en EEG en el contexto de
  Internet de las Cosas y Ciencia de datos

• Mireya Tovar Vidal

  Moderator
• 15:30 – 15:50Carlos Leopoldo Carreón Díaz de León, María Teresa Torrijos Muñoz, Mireya Tovar Vidal,
  Juan Carlos Conde Ramírez Talk

• El rol del Ingeniero en Ciencia de Datos en un entorno de creciente democratización
  de la disciplina

• Mireya Tovar Vidal

  Moderator
• 14:30 – 16:00Ing. Leonardo Ramírez Sustaita Workshop

• Workshop: Aprendiendo a diseñar una conversación

August 29, 2025

• Keynote Speech
• 09:00 – 10:00M.C. Mario Alberto Rivera LegarretaKeynote

• Del Big Data al Big Influence: El Poder de los Datos en la Comunicación Política y Comercial.

• Etelvina Archundia Sierra

  Moderator
• 10:00 – 10:15Break
• 10:15 – 11:15Capitán Eduardo Galindo CastroKeynote

• Navegando con Datos: analítica predictiva para optimizar la planificación y las maniobras marítimas.

• Etelvina Archundia Sierra

  Moderator
• 11:15 – 12:15Lic. Jhonatan Ortíz GonzálezKeynote

• Big Data y Seguridad Pública.

• Lidia Aurora Hernández Rebollar

  Moderator
• 12:15 – 12:30Break
• Keynote
• 12:30 – 12:50Alejandro Tonatiuh García Espinoza, Maya Carrillo Ruíz, Rogelio González Velázquez,
  Juan Francisco Leyva Bonilla Talk

• Optimización con TLBO de los Parámetros de un Algoritmo de Marca de Agua de
  Imágenes Digitales basado en DWT y SVD.

• Juan Carlos Conde Ramírez

  Moderator
• 12:50 – 13:10Gustavo Portillo Ramírez, Hugo A. Cruz Suárez Talk

• Q-learning aplicado a un modelo de crecimiento económico.

• Daniel Marcelo González Arriaga

  Moderator
• 13:10 – 13:30Ana P. Rojas Martínez, Maya Carrillo Ruiz, Juan F. Leyva Bonilla,
  Rogelio González Velázquez Talk

• Aprendizaje supervisado aplicado a señales de electrooculografía

• Daniel Marcelo González Arriaga

  Moderator
• 13:30 – 13:50Break
• 13:50 – 14:10Ana Laura Lezama Sánchez, Mireya Tovar Vidal Talk

• Aplicación de técnicas de ciencia de datos con redes neuronales y random forest para la clasificación
  automatizada de trastornos tiroideos.

• Mireya Tovar Vidal

  Moderator
• 14:10 – 14:30Víctor Daniel Machorro García Talk

• Mejora de la detección de COVID-19 en tomografías computarizadas de tórax mediante el
  filtrado CLAHE

• Carlos Leopoldo Carreón Díaz de León

  Moderator
• 14:30 – 14:50Juan Carlos Conde Ramírez, María Teresa Torrijos Muñoz, Mireya Tovar Vidal,
  Jaime Alejandro Romero Sierra Talk

• Marco de referencia para la acreditación de programas educativos de nivel superior en
  México afines a la Ciencia de Datos.

• Carlos Leopoldo Carreón Díaz de León

  Moderator
• 14:50 – 15:10Daniel Marcelo González Arriaga, Juan Carlos Conde Ramírez,
  María Teresa Torrijos Muñoz, Mireya Tovar Vidal Talk

• Micro credenciales en el currículo de estudiantes de Ciencia de Datos a nivel superior.

• María Teresa Torrijos Muñoz

  Moderator
• 15:10 – 15:30Luis Enrique Morales Aguilar Talk

• Evaluación de la participación de estudiantes de ingeniería en ciencia de datos en datathons.

• María Teresa Torrijos Muñoz

  Moderator
• 15:30 – 15:50Mireya Tovar Vidal, Jaime Alejandro Romero Sierra, Daniel Marcelo González Arriaga,
  Carlos Leopoldo Carreón Díaz De León Talk

• Desafíos de los docentes en la formación de los futuros científicos de datos.

• María Teresa Torrijos Muñoz

  Moderator
• 15:50 – 16:00ClausuraClosing

The Congreso Internacional de Ciencia de Datos (CICD) 2025 is an academic conference focused on the latest advances in data science, machine learning, data visualization, and intelligent systems, among other related areas, carried out by the Benemérita Universidad Autonóma de Puebla

This edition will take place at Ciudad Universitaria (CU), in Puebla, at the Benemérita Universidad Autónoma de Puebla. The conference is organized in collaboration with the Facultad de Ciencias de la Computación and aims to foster academic exchange at national and international levels. Some keynote talks will be broadcast through an online platform.

The CICD 2025 is designed as an open venue for researchers and students to present early, ongoing, or completed research on data preprocessing, exploratory analysis, predictive modeling, artificial intelligence applications, and data governance.

Submitted papers will be reviewed using a double-blind peer review process. Therefore, submissions must not contain author-identifying information or self-referencing citations. Also, the papers will be passed through AI detection to ensure that only high-quality works are produced. Accepted papers will be published in a scientific proceedings volume with an assigned ISBN.

List of topics

• Data preprocessing
• Didactics in Data Science
• Education
• Exploratory data analysis
• Feature engineering
• Dimensionality reduction
• Statistical inference
• Time series analysis
• Supervised learning
• Unsupervised learning
• Deep learning
• Data visualization
• Model evaluation and validation
• Big data processing
• Cloud-based data pipelines
• Data ethics and governance
• AI for decision support
• Data science applications

The Microsoft CMT service was used for managing the peer-reviewing process for this conference. This service was provided for free by Microsoft and they bore all expenses, including costs for Azure cloud services as well as for software development and support.