Ilias Tagkopoulos

Orcid: 0000-0003-1104-7616

According to our database1, Ilias Tagkopoulos authored at least 26 papers between 2003 and 2024.

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

Timeline

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Links

On csauthors.net:

Bibliography

2024
The AIFS Institute: Building a better food system through AI.
AI Mag., 2024

2023
Semi-Automated Construction of Food Composition Knowledge Base.
CoRR, 2023

KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction.
Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

2022
Algorithmic lifestyle optimization.
J. Am. Medical Informatics Assoc., 2022

Special report: AI Institute for next generation food systems (AIFS).
Comput. Electron. Agric., 2022

2020
Using Word Embeddings to Learn a Better Food Ontology.
Frontiers Artif. Intell., 2020

BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach.
Proceedings of the Internet of Things - ICIOT 2020, 2020

2019
Genetic Neural Networks: an artificial neural network architecture for capturing gene expression relationships.
Bioinform., 2019

2017
DeepPep: Deep proteome inference from peptide profiles.
PLoS Comput. Biol., 2017

2015
Microbial Forensics: Predicting Phenotypic Characteristics and Environmental Conditions from Large-Scale Gene Expression Profiles.
PLoS Comput. Biol., 2015

A Distribution Adaptive Framework for Prediction Interval Estimation Using Nominal Variables.
CoRR, 2015

2014
From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system.
J. Am. Medical Informatics Assoc., 2014

A systems biology analysis of brain microvascular endothelial cell lipotoxicity.
BMC Syst. Biol., 2014

2013
A flood-based information flow analysis and network minimization method for gene regulatory networks.
BMC Bioinform., 2013

2012
Horizontal gene transfer dynamics and distribution of fitness effects during microbial in silico evolution.
BMC Bioinform., 2012

Guided evolution of in silico microbial populations in complex environments accelerates evolutionary rates through a step-wise adaptation.
BMC Bioinform., 2012

A robust, library-based, optimization-driven method for automatic gene circuit design.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

A Bayesian network for early diagnosis of sepsis patients: a basis for a clinical decision support system.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

2011
A scalable multi-scale framework for parallel simulation and visualization of microbial evolution.
Proceedings of the 2011 TeraGrid Conference - Extreme Digital Discovery, 2011

<i>In Silico</i> Evolution of Multi-scale Microbial Systems in the Presence of Mobile Genetic Elements and Horizontal Gene Transfer.
Proceedings of the Bioinformatics Research and Applications - 7th International Symposium, 2011

EVEVis: A multi-scale visualization system for dense evolutionary data.
Proceedings of the 2011 IEEE Symposium on Biological Data Visualization, 2011

2006
Symmetric and Asymmetric Multi-modality Biclustering Analysis for Microarray Data Matrix.
J. Bioinform. Comput. Biol., 2006

2005
Multi-Metric and Multi-Substructure Biclustering Analysis for Gene Expression Data.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005

A Transcriptional Approach to Gene Clustering.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005

Multi-Class Biclustering and Classification Based on Modeling of Gene Regulatory Networks.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2003
A custom FPGA for the simulation of gene regulatory networks.
Proceedings of the 13th ACM Great Lakes Symposium on VLSI 2003, 2003


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