Leveraging Large Language Models on Assay Descriptions to Improve the Prediction of Inhibitors for Mycobacterium Tuberculosis

2026 | book-chapter

Towards the definition of an antibiotic resistome signature in wastewater and downstream environments

Environmental Pollution

2024 | journal-article

MOSCA 2.0: A bioinformatics framework for metagenomics, metatranscriptomics and metaproteomics data analysis and visualization

Molecular Ecology Resources

2024 | journal-article

Reconstruction of cell-specific models capturing the influence of metabolism on DNA methylation in cancer

Computers in Biology and Medicine

2024 | journal-article

Combining Evolutionary Algorithms with Reaction Rules Towards Focused Molecular Design

2023 | conference-paper

Development of Deep Learning approaches to predict relationships between chemical structures and sweetness

2022 | conference-paper

Predicting the number of biochemical transformations needed to synthesize a compound

2022 | conference-paper

Combinatorial Optimization of Succinate Production in Escherichia coli

2022 | book-chapter

Variational Autoencoders and Evolutionary Algorithms for Targeted Novel Enzyme Design

2022 | conference-paper

Generative Deep Learning for Targeted Compound Design

Journal of Chemical Information and Modeling

2021 | journal-article

MEWpy: a computational strain optimization workbench in Python

Bioinformatics

2021 | journal-article

Optimizing NFV deployment in Segment Routing

2021 | conference-paper

Combining Multi-objective Evolutionary Algorithms with Deep Generative Models Towards Focused Molecular Design

2021 | book-chapter

A comparison of multi-objective optimization algorithms for weight setting problems in traffic engineering

Natural Computing

2020 | journal-article

Traffic Engineering with Three-Segments Routing

IEEE Transactions on Network and Service Management

2020 | journal-article

Hybrid IP/SDN Routing for Inter-Data Center Communications

2019 | conference-paper

Segment routing single link failure congestion optimization

ICETE 2018 - Proceedings of the 15th International Joint Conference on e-Business and Telecommunications

2018 | conference-paper

Evolutionary computation at work for the optimization of link state routing protocols

2017 | conference-paper

Optimizing Segment Routing using Evolutionary Computation

Procedia Computer Science

2017 | conference-paper

A framework for improving routing configurations using multi-objective optimization mechanisms

Journal of Communications Software and Systems

2016 | journal-article

Automated network resilience optimization using computational intelligence methods

Studies in Computational Intelligence

2016 | book

Optimizing Load Balancing Routing Mechanisms with Evolutionary Computation

Intelligent Environments 2016

2016 | book-chapter

Comparison of Single and Multi-objective Evolutionary Algorithms for Robust Link-State Routing

Evolutionary Multi-Criterion Optimization, Pt Ii

2015 | book-chapter

A framework for robust traffic engineering using evolutionary computation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2013 | book

Robust optimization of intradomain routing using Evolutionary Algorithms

Advances in Intelligent Systems and Computing

2013 | book