Ilias Tagkopoulos

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 11

Top Topics

Interval Estimation

Clinical Decision Support

Top Venues

J. Am. Medical Informatics Assoc.

PLoS Comput. Biol.

Publications

Ilias Tagkopoulos, J. Mason Earles, Danielle G. Lemay, Xin Liu, Nitin Nitin, Aaron D. Smith, Tarek I. Zohdi, Stephen F. Brown
The AIFS Institute: Building a better food system through AI. AI Mag. 45 (1) (2024)
Jason Youn, Ilias Tagkopoulos
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction. *SEM@ACL (2023)
Jason Youn, Fangzhou Li, Ilias Tagkopoulos
Semi-Automated Construction of Food Composition Knowledge Base. CoRR (2023)
Jason Youn, Ilias Tagkopoulos
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction. CoRR (2022)
Ilias Tagkopoulos, Stephen F. Brown, Xin Liu, Qing Zhao, Tarek I. Zohdi, J. Mason Earles, Nitin Nitin, Daniel E. Runcie, Danielle G. Lemay, Aaron D. Smith, Pamela C. Ronald, Hao Feng, Gabriel David Youtsey
Special report: AI Institute for next generation food systems (AIFS). Comput. Electron. Agric. 196 (2022)
Ameen Eetemadi, Ilias Tagkopoulos
Algorithmic lifestyle optimization. J. Am. Medical Informatics Assoc. 30 (1) (2022)
Jason Youn, Tarini Naravane, Ilias Tagkopoulos
Using Word Embeddings to Learn a Better Food Ontology. Frontiers Artif. Intell. 3 (2020)
Albara Ah Ramli, Rex Liu, Rahul Krishnamoorthy, Vishal I B, Xiaoxiao Wang, Ilias Tagkopoulos, Xin Liu
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach. ICIOT (2020)
Albara Ah Ramli, Rex Liu, Rahul Krishnamoorthy, Vishal I B, Xiaoxiao Wang, Ilias Tagkopoulos, Xin Liu
BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach. CoRR (2020)
Ameen Eetemadi, Ilias Tagkopoulos
Genetic Neural Networks: an artificial neural network architecture for capturing gene expression relationships. Bioinform. 35 (13) (2019)
Minseung Kim, Ameen Eetemadi, Ilias Tagkopoulos
DeepPep: Deep proteome inference from peptide profiles. PLoS Comput. Biol. 13 (9) (2017)
Ameen Eetemadi, Ilias Tagkopoulos
A Distribution Adaptive Framework for Prediction Interval Estimation Using Nominal Variables. CoRR (2015)
Minseung Kim, Violeta Zorraquino, Ilias Tagkopoulos
Microbial Forensics: Predicting Phenotypic Characteristics and Environmental Conditions from Large-Scale Gene Expression Profiles. PLoS Comput. Biol. 11 (3) (2015)
Eren Gultepe, Jeffrey P. Green, Hien Nguyen, Jason Adams, Timothy E. Albertson, Ilias Tagkopoulos
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. 21 (2) (2014)
Hnin H. Aung, Athanasios Tsoukalas, John C. Rutledge, Ilias Tagkopoulos
A systems biology analysis of brain microvascular endothelial cell lipotoxicity. BMC Syst. Biol. 8 (2014)
Andreas Pavlogiannis, Vadim Mozhayskiy, Ilias Tagkopoulos
A flood-based information flow analysis and network minimization method for gene regulatory networks. BMC Bioinform. 14 (2013)
Eren Gultepe, Hien Nguyen, Timothy E. Albertson, Ilias Tagkopoulos
A Bayesian network for early diagnosis of sepsis patients: a basis for a clinical decision support system. ICCABS (2012)
Vadim Mozhayskiy, Ilias Tagkopoulos
Horizontal gene transfer dynamics and distribution of fitness effects during microbial in silico evolution. BMC Bioinform. 13 (S-10) (2012)
Vadim Mozhayskiy, Ilias Tagkopoulos
Guided evolution of in silico microbial populations in complex environments accelerates evolutionary rates through a step-wise adaptation. BMC Bioinform. 13 (S-10) (2012)
Linh Hunyh, Ilias Tagkopoulos
A robust, library-based, optimization-driven method for automatic gene circuit design. ICCABS (2012)
Robert Miller, Vadim Mozhayskiy, Ilias Tagkopoulos, Kwan-Liu Ma
EVEVis: A multi-scale visualization system for dense evolutionary data. BioVis (2011)
Vadim Mozhayskiy, Ilias Tagkopoulos
Evolution of Multi-scale Microbial Systems in the Presence of Mobile Genetic Elements and Horizontal Gene Transfer. ISBRA (2011)
Vadim Mozhayskiy, Bob Miller, Kwan-Liu Ma, Ilias Tagkopoulos
A scalable multi-scale framework for parallel simulation and visualization of microbial evolution. TG (2011)
Sun-Yuan Kung, Man-Wai Mak, Ilias Tagkopoulos
Symmetric and Asymmetric Multi-modality Biclustering Analysis for Microarray Data Matrix. J. Bioinform. Comput. Biol. 4 (2) (2006)
Ilias Tagkopoulos, Nikolai Slavov, Sun-Yuan Kung
Multi-Class Biclustering and Classification Based on Modeling of Gene Regulatory Networks. BIBE (2005)
Sun-Yuan Kung, Man-Wai Mak, Ilias Tagkopoulos
Multi-Metric and Multi-Substructure Biclustering Analysis for Gene Expression Data. CSB (2005)
Ilias Tagkopoulos
A Transcriptional Approach to Gene Clustering. CIBCB (2005)
Ilias Tagkopoulos, Charles A. Zukowski, German Cavelier, Dimitris Anastassiou
A custom FPGA for the simulation of gene regulatory networks. ACM Great Lakes Symposium on VLSI (2003)