Carlos Ruiz

Orcid: 0000-0003-1663-1061

According to our database1, Carlos Ruiz authored at least 55 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
A survey on kernel-based multi-task learning.
Neurocomputing, 2024

Optimal day-ahead offering strategy for large producers based on market price response learning.
Eur. J. Oper. Res., 2024

2023
A neural network-based distributional constraint learning methodology for mixed-integer stochastic optimization.
Expert Syst. Appl., December, 2023

Prescriptive selection of machine learning hyperparameters with applications in power markets: Retailer's optimal trading.
Eur. J. Oper. Res., 2023

Single-Point Vibration Sensing for Product Pickup/Put-Down Detection in Autonomous Retails.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

CPA: Cyber-Physical Augmentation for Vibration Sensing in Autonomous Retails.
Proceedings of the 24th International Workshop on Mobile Computing Systems and Applications, 2023

Structure Learning in Deep Multi-Task Models.
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022
AutoLoc: Autonomous Sensor Location Configuration via Cross Modal Sensing.
Frontiers Big Data, 2022

MOOCA: Muira-Ori Origami-Based Configurable Shelf-Liner for Autonomous Retail.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Convex Multi-Task Learning with Neural Networks.
Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

2021
Convex formulation for multi-task L1-, L2-, and LS-SVMs.
Neurocomputing, 2021

Analysis of futures and spot electricity markets under risk aversion.
Eur. J. Oper. Res., 2021

Wind Turbine Oriented Solutions to Improve Power Quality and Harmonic Compliance of AC Offshore Wind Power Plants.
IEEE Access, 2021

Adaptive Graph Laplacian for Convex Multi-Task Learning SVM.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

2020
Hierarchical Clustering for Smart Meter Electricity Loads Based on Quantile Autocovariances.
IEEE Trans. Smart Grid, 2020

Convex Graph Laplacian Multi-Task Learning SVM.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019
A Single Scalable LSTM Model for Short-Term Forecasting of Disaggregated Electricity Loads.
CoRR, 2019

Flexible Kernel Selection in Multitask Support Vector Regression.
Proceedings of the International Joint Conference on Neural Networks, 2019

A Convex Formulation of SVM-Based Multi-task Learning.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018
Evaluating the strategic behavior of cement producers: An equilibrium problem with equilibrium constraints.
Eur. J. Oper. Res., 2018

A Bike Sharing System Simulator.
Proceedings of the Highlights of Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection, 2018

Balancing Strategies for Bike Sharing Systems.
Proceedings of the Agreement Technologies - 6th International Conference, 2018

2017
An RLS Memory-based Mechanism for the Automatic Adaptation of VMs on Cloud Environments.
Proceedings of the 2017 Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, 2017

2016
Towards a software product line-based approach to adapt IaaS cloud configurations.
Proceedings of the 9th International Conference on Utility and Cloud Computing, 2016

Facing big data variety in a model driven approach.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Competition oriented learning experience in electronics: Robot fabrication from scratch.
Proceedings of the 2016 IEEE Global Engineering Education Conference, 2016

2015
Robust transmission expansion planning.
Eur. J. Oper. Res., 2015

The maven project: Management and Authenticity Verification of multimedia contents.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

A Performance Prediction Model for Database Environments: A Preliminary Analysis.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

2014
User preferences in the web of data.
Semantic Web, 2014

Predictive Models for Determining If and When to Display Online Lead Forms.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Contract design and supply chain coordination in the electricity industry.
Eur. J. Oper. Res., 2013

Solving discretely constrained, mixed linear complementarity problems with applications in energy.
Comput. Oper. Res., 2013

Mobile Personal Health System for Ambulatory Blood Pressure Monitoring.
Comput. Math. Methods Medicine, 2013

2012
Applying New Interaction Paradigms to the Education of Children with Special Educational Needs.
Proceedings of the Computers Helping People with Special Needs, 2012

Scenario-Driven Selection and Exploitation of Semantic Data for Optimal Named Entity Disambiguation.
Proceedings of the Workshop on Semantic Web and Information Extraction (SWAIE 2012), 2012

2010
Density-based semi-supervised clustering.
Data Min. Knowl. Discov., 2010

A Framework to Support Development of Learning Applications for Disabled Children.
Proceedings of the Computers Helping People with Special Needs, 2010

Context as a Tool for Organizing and Sharing Knowledge.
Proceedings of the Second Workshop on Context, Information and Ontologies, 2010

A Context Model for Knowledge Workers.
Proceedings of the Second Workshop on Context, Information and Ontologies, 2010

Managing the Asset Risk of SMEs.
Proceedings of the ARES 2010, 2010

2009
Using task context to achieve effective information delivery.
Proceedings of the 1st Workshop on Context, Information and Ontologies, 2009

Context management in mobile environments: a semantic approach.
Proceedings of the 1st Workshop on Context, Information and Ontologies, 2009

C-DenStream: Using Domain Knowledge on a Data Stream.
Proceedings of the Discovery Science, 12th International Conference, 2009

Automated Constraint Selection for Semi-supervised Clustering Algorithm.
Proceedings of the Current Topics in Artificial Intelligence, 2009

2008
Applying a Methodology for Educating Students with Special Needs: A Case Study.
Proceedings of the Innovative Techniques in Instruction Technology, 2008

Towards a Methodology for Data Mining Project Development: The Importance of Abstraction.
Proceedings of the Data Mining: Foundations and Practice, 2008

Building Accessible Flash Applications: An XML-Based Toolkit.
Proceedings of the Computers Helping People with Special Needs, 2008

2007
Developing Virtual Storytellers for the Virtual Alhambra.
Proceedings of the Virtual Storytelling. Using Virtual Reality Technologies for Storytelling, 2007

C-DBSCAN: Density-Based Clustering with Constraints.
Proceedings of the Rough Sets, 2007

Comparative Analysis of the Accessibility of Desktop Operating Systems.
Proceedings of the Universal Access in Human Computer Interaction. Coping with Diversity, 2007

Towards a Methodology for Educating Students with Special Needs.
Proceedings of the Conference and Workshop on Assistive Technologies for People with Vision and Hearing Impairments: Assistive Technology for All Ages (CVHI-2007), Granada, Spain, 28th, 2007

Constraint-Based Query Clustering.
Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007

2006
Bilingual Sign Language Dictionary.
Proceedings of the Computers Helping People with Special Needs, 2006

Developing Pedagogical Multimedia Resources Targeting Children with Special Educational Needs.
Proceedings of the Computers Helping People with Special Needs, 2006


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