Concepedia

Alexandros Kalousis

AK

38

Publications

2.1K

Citations

23

H-Index

1999

Active since

Affiliations

University of Geneva(Current)

HES-SO University of Applied Sciences and Arts Western Switzerland

National and Kapodistrian University of Athens

École Polytechnique Fédérale de Lausanne

SIB Swiss Institute of Bioinformatics

Alexandros Kalousis is an author at University of Geneva specializing in engineering, data science, and data mining.

Top concepts

EngineeringData ScienceData MiningComputer ScienceKnowledge DiscoveryMachine LearningPattern RecognitionPredictive AnalyticsInformation RetrievalText Mining

Publications per year

1999–2022

38

Publications

38

Stability of feature selection algorithms: a study on high-dimensional spaces

Alexandros Kalousis, Julien Prados, Mélanie Hilario · Knowledge and Information Systems · 2006 · 597 citations

Image Analysis, Machine Learning, Data Science +11

Stability of Feature Selection Algorithms

Alexandros Kalousis, Julien Prados, Mélanie Hilario · 2006 · 121 citations

Engineering, Machine Learning, Data Science +13

Addressing the Challenge of Defining Valid Proteomic Biomarkers and Classifiers

Mohammed Dakna, Keith Harris, Alexandros Kalousis et al. · BMC Bioinformatics · 2010 · 119 citations · Full text

Lifelong generative modeling

Jason Ramapuram, Magda Gregorová, Alexandros Kalousis · Neurocomputing · 2020 · 105 citations · Full text

Artificial Intelligence, Lifelong Generative Modeling, Engineering +10

NOEMON: Design, implementation and performance results of an intelligent assistant for classifier selection

Alexandros Kalousis · Intelligent Data Analysis · 1999 · 88 citations

Artificial Intelligence, Performance Results, Intelligent Assistant +21

Rows per page

1–5 of 38