Concepedia

Dimitris Kalles

DK

Statistics

Publications

41

Citations

1.2K

H-Index

20

Active since

1994

Affiliations

Hellenic Open University(Current)

Sismanoglio General Hospital

National and Kapodistrian University of Athens

University of Patras

Computer Technology Institute and Press “DIOPHANTUS”

Dimitris Kalles is an author at Hellenic Open University specializing in machine learning, computing, and computer science.

Publications per year

1994–2025

41

Publications

41

Using Machine Learning Techniques to Aid Empirical Antibiotic Therapy Decisions in the Intensive Care Unit of a General Hospital in Greece

Georgios Feretzakis, Evangelos Loupelis, Aikaterini Sakagianni et al. · Antibiotics · 2020 · 112 citations · Full text

Life Sciences, Infectious Diseases, Microbiology +15

Breeding Decision Trees Using Evolutionary Techniques

Athanassios Papagelis, Dimitris Kalles · 2001 · 101 citations

Life Sciences, Biology, Evolutionary Biology +8

Machine Learning for Antibiotic Resistance Prediction: A Prototype Using Off-the-Shelf Techniques and Entry-Level Data to Guide Empiric Antimicrobial Therapy

Georgios Feretzakis, Aikaterini Sakagianni, Evangelos Loupelis et al. · Healthcare Informatics Research · 2021 · 65 citations · Full text

Computing, Infectious Diseases, Microbiology +17

Efficient Incremental Induction of Decision Trees

Dimitris Kalles, Tim Morris · Machine Learning · 1994 · 57 citations · Full text

Computing, Computer Science, Algorithms +10

UtilNets: a water mains rehabilitation decision-support system

Thanasis Hadzilacos, Dimitris Kalles, N. Preston et al. · Computers Environment and Urban Systems · 2000 · 54 citations

Natural Resources, Civil Engineering, Water Resources Management +9

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