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Ινστιτούτο Πληροφορικής & Τηλεπικοινωνιών
Ινστιτούτο Πληροφορικής & Τηλεπικοινωνιών

Do We Really Need Feature Selection in a Data Analysis Pipeline?
Do We Really Need Feature Selection in a Data Analysis Pipeline?

About — Ioannis Tsamardinos
About — Ioannis Tsamardinos

Non-parametric combination analysis of multiple data types enables  detection of novel regulatory mechanisms in T cells of multiple sclerosis  patients | Scientific Reports
Non-parametric combination analysis of multiple data types enables detection of novel regulatory mechanisms in T cells of multiple sclerosis patients | Scientific Reports

JCM | Free Full-Text | Liquid Biopsy in Type 2 Diabetes Mellitus  Management: Building Specific Biosignatures via Machine Learning
JCM | Free Full-Text | Liquid Biopsy in Type 2 Diabetes Mellitus Management: Building Specific Biosignatures via Machine Learning

Performance-Estimation Properties of Cross-Validation-Based Protocols with  Simultaneous Hyper-Parameter Optimization | SpringerLink
Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization | SpringerLink

A Unified View of Causal and Non-causal Feature Selection | ACM  Transactions on Knowledge Discovery from Data
A Unified View of Causal and Non-causal Feature Selection | ACM Transactions on Knowledge Discovery from Data

Speakers | phd-seminar-22-11-2021
Speakers | phd-seminar-22-11-2021

Ioannis Tsamardinos – Gnosis
Ioannis Tsamardinos – Gnosis

GLL-MB: Generalized Local Learning-Markov Blanket algorithm. | Download  Scientific Diagram
GLL-MB: Generalized Local Learning-Markov Blanket algorithm. | Download Scientific Diagram

Causal Discovery from Mass Cytometry Data: Ioannis Tsamardinos - Department  of Philosophy - Dietrich College of Humanities and Social Sciences -  Carnegie Mellon University
Causal Discovery from Mass Cytometry Data: Ioannis Tsamardinos - Department of Philosophy - Dietrich College of Humanities and Social Sciences - Carnegie Mellon University

The h-index for Greek origin Computer Scientists & Engineers
The h-index for Greek origin Computer Scientists & Engineers

Ioannis Tsamardinos – Gnosis
Ioannis Tsamardinos – Gnosis

Frontiers | Structural Basis of the Subcellular Topology Landscape of  Escherichia coli | Microbiology
Frontiers | Structural Basis of the Subcellular Topology Landscape of Escherichia coli | Microbiology

Ranking The Researchers and Scientists in Greece 2017 | PDF | Scholarly  Communication | Methodology
Ranking The Researchers and Scientists in Greece 2017 | PDF | Scholarly Communication | Methodology

Konstantinos Paraschakis - Senior Data Scientist - JADBio | LinkedIn
Konstantinos Paraschakis - Senior Data Scientist - JADBio | LinkedIn

JADBio Automated Machine Learning Platform - AutoML
JADBio Automated Machine Learning Platform - AutoML

Do We Really Need Feature Selection in a Data Analysis Pipeline?
Do We Really Need Feature Selection in a Data Analysis Pipeline?

CV - IOANNIS MOURTZAKIS
CV - IOANNIS MOURTZAKIS

The h-index for Greek origin Computer Scientists & Engineers
The h-index for Greek origin Computer Scientists & Engineers

Five types of causal discovery from local (types 1, 2), to global (4,... |  Download Scientific Diagram
Five types of causal discovery from local (types 1, 2), to global (4,... | Download Scientific Diagram

Relationship between causal structure and predictivity in faithful... |  Download Scientific Diagram
Relationship between causal structure and predictivity in faithful... | Download Scientific Diagram

Distinguished Lecture Series Archive – Center for Causal Discovery
Distinguished Lecture Series Archive – Center for Causal Discovery

Scenarios explaining good empirical performance of PC(T ) set for... |  Download Scientific Diagram
Scenarios explaining good empirical performance of PC(T ) set for... | Download Scientific Diagram

Speakers | phd-seminar-22-11-2021
Speakers | phd-seminar-22-11-2021

Ινστιτούτο Πληροφορικής & Τηλεπικοινωνιών
Ινστιτούτο Πληροφορικής & Τηλεπικοινωνιών

The h-index for Greek origin Computer Scientists & Engineers
The h-index for Greek origin Computer Scientists & Engineers

Ινστιτούτο Πληροφορικής & Τηλεπικοινωνιών
Ινστιτούτο Πληροφορικής & Τηλεπικοινωνιών