Robust Learning Algorithm for the Mixture of Experts. - Héctor Allende; Romina Torres; Rodrigo Salas 001; Claudio Moraga (IbPRIA, 2003)

Robust Estimation of Confidence Interval in Neural Networks Applied to Time Series. - Rodrigo Salas 001; Romina Torres; Héctor Allende; Claudio Moraga (IWANN (2), 2003)

Robust Expectation Maximization Learning Algorithm for Mixture of Experts. - Romina Torres; Rodrigo Salas 001; Héctor Allende; Claudio Moraga (IWANN (1), 2003)

Modular Neural Network Applied to Non-Stationary Time Series. - Héctor Allende; Rodrigo Salas 001; Romina Torres; Claudio Moraga (Fuzzy Days, 2004)

Composición de Mashup de Servicios Web Mediante Organizaciones Virtuales Semánticas. - Romina D. Torres (CIbSE, 2010)

MACOCO: A Discoverable Component Composition Framework Using a Multiagent System. - Romina Torres; Hernán Astudillo; Enrique Canessa (SCCC, 2010)

Self-Adaptive Fuzzy QoS-Driven Web Service Discovery. - Romina Torres; Hernán Astudillo; Rodrigo Salas 001 (IEEE SCC, 2011)

From Early Architectural Decisions to Self-Discovery Components. - Romina Torres; Hernán Astudillo (CIbSE, 2011)

Simplifying mashup component selection with a combined similarity- and social-based technique. - Boris Tapia; Romina Torres; Hernán Astudillo (Mashups/Dataview@ECOWS, 2011)

Improving Web API Discovery by Leveraging Social Information. - Romina Torres; Boris Tapia; Hernán Astudillo (ICWS, 2011)

Improving the Component Discovery Process by Leveraging Automatic Sensitive Analysis. - Romina Torres; Hernán Astudillo (SBCARS, 2011)

Recommending APIs for Mashup Completion Using Association Rules Mined from Real Usage Data. - Boris Tapia; Romina Torres; Hernán Astudillo; Pablo Ortega (SCCC, 2011)

From Virtual Organizations to Self-Organizing Web Service Compositions. - Romina Torres; Denise Rivera; Hernán Astudillo (SCCC, 2011)

Externalizing the Autopoietic Part of Software to Achieve Self-Adaptability. - Romina Torres; Hernán Astudillo (SERVICES, 2011)

Web Service Compositions Which Emerge from Virtual Organizations with Fair Agreements. - Romina Torres; Denise Rivera; Hernán Astudillo (KES-AMSTA, 2012)

Mitigating the obsolescence of quality specifications models in service-based systems. - Romina Torres; Nelly Bencomo; Hernán Astudillo (MoDRE, 2012)

Market-Awareness in Service-Based Systems. - Romina Torres; Nelly Bencomo; Hernán Astudillo (SASO Workshops, 2012)

Market-aware Requirements. - Romina Torres; Hernán Astudillo (WER, 2012)

Mitigating the obsolescence of specification models of service-based systems. - Romina Torres (ICSE, 2013)

Addressing the QoS drift in specification models of self-adaptive service-based systems. - Romina Torres; Nelly Bencomo; Hernán Astudillo (RAISE@ICSE, 2013)

Managing requirements@run.time with a linguistic decision making approach. - Romina Torres; Hernán Astudillo (CIbSE, 2014)

Decentralized Strategy for Supporting Multi-agent Negotiation of Several Aspects of Different Products. - Diana Biscay; Romina Torres; Marcelo Aliquintuy; Hernán Astudillo; Rodrigo Salas 001 (SCCC, 2014)

VirtualMarket: Extending Chilecompra with Agent Capabilities for Identifying Providers Associativity Opportunities and Negotiate Alliance Participation. - Romina Torres; Diana Biscay; Rodrigo Salas 001; Oscar Cornejo; Marcelo Aliquintuy; Hernán Astudillo (SCCC, 2014)

Time-Based Hesitant Fuzzy Information Aggregation Approach for Decision-Making Problems. - Romina Torres; Rodrigo Salas 001; Hernán Astudillo (Int. J. Intell. Syst., 2014)

Building an IoT-aware healthcare monitoring system. - Freddy Jimenez; Romina Torres (SCCC, 2015)

Implementing a Signing Forms Mechanism in an Open XMPP Server to Reduce Successful Network Attacks. - Marcelo Aros; Romina Torres (SSN, 2018)

An architecture based on computing with words to support runtime reconfiguration decisions of service-based systems. - Romina Torres; Rodrigo Salas 001; Nelly Bencomo; Hernán Astudillo (Int. J. Comput. Intell. Syst., 2018)

Towards a state's digital transformation centered in public values through enterprise architecture. - Denisse Cañete; Romina Torres; Hernán Astudillo (SCCC, 2019)

Self-Improving Generative Artificial Neural Network for Pseudorehearsal Incremental Class Learning. - Diego Mellado; Carolina Saavedra; Stéren Chabert; Romina Torres; Rodrigo Salas 001 (Algorithms, 2019)

From legacy-based factories to smart factories level 2 according to the industry 4.0. - Felipe Orellana; Romina Torres (Int. J. Comput. Integr. Manuf., 2019)

Framework to prioritize digital transformation initiatives based on the country's development impact. - Denisse Cañete; Romina Torres; Rodrigo Salas 001; Hernán Astudillo (ICEGOV, 2020)

Surveillance Platform of cybersecurity maturity of micro and small enterprises. - Juan Gallardo; Romina Torres; Oliver Tessini (SCCC, 2020)

CyberKids: video game for raising cyber security awareness in children. - Juan Pérez; Romina Torres; Sven von Brand (SCCC, 2020)

Brigada Covid: health education game for preschoolers. - Alan Silva; Romina Torres; Sven von Brand (SCCC, 2020)

Characterization of the Chilean Public Procurement Ecosystem Using Social Network Analysis. - Fabiola Herrera Leiva; Romina Torres; Orietta Nicolis; Rodrigo Salas 001 (IEEE Access, 2020)

A Dynamic Linguistic Decision Making Approach for a Cryptocurrency Investment Scenario. - Romina Torres; Miguel A. Solis; Rodrigo Salas 001; Aurelio Fernández Bariviera (IEEE Access, 2020)

Taxonomies using the clique percolation method for building a threats observatory. - Romina Torres; Nicolás González; Mathías Cabrera; Rodrigo Salas 001 (CLEI, 2021)

A virtual platform skin tears learning tool. - Vincent Depassier; Heidi Hevia; Romina Torres (SCCC, 2021)

A Human-Centric Cyber Security Training Tool for Prioritizing MSNAs. - Vincent Depassier; Romina Torres (ASEW, 2023)

Precar: An Adaptive ML-Based Tool for Predicting Cardiovascular Disease. - Pablo Poblete; Romina Torres (SCCC, 2023)

Predicting Next Phases of Multi-Stage Network Attacks: A Comparative Study of Statistical and Deep-Learning Models. - Antonia Severín; Claudio Canales; Romina Torres; César Roudergue; Rodrigo Salas 001 (CIARP (2), 2024)

Predicting the Next Step of a Multistep Network Attacks During Capture the Flag Events Using LSTM. - Antonia Severín; Claudio Canales; Romina Torres (SCCC, 2024)

Volatility forecasting using deep recurrent neural networks as GARCH models. - Gustavo L. Di Giorgi; Rodrigo Salas 001; Rodrigo H. Avaria; Cristian Ubal; Harvey Rosas; Romina Torres (Comput. Stat., 2025)