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G

Georgia Kougka

centre for research & technology hellas

7H-index
29Paper Count
235Citation Count
Published Papers 7
Publication Date
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Improving LIME Stability via Density-Awareness: Evaluation and Comparison of AKDE-LIME
errApplied Artificial Intelligence
IF4.3
err2026-05-23
err0
PREAI
errTzionis, Grigorios; Kougka, Georgia; Gialampoukidis, Ilias; Vrochidis, Stefanos; Kompatsiaris, Ioannis; Vlachopoulou, Maro
errShare
errSave
Machine Passport: Transforming Industrial Equipment Lifecycle Management Through Integrated Data and AI
errHYBRID HUMAN-AI COLLABORATIVE NETWORKS, PRO-VE 2025, PT II
IF0
err2026-01-01
err0
PREAI
errTzionis, Grigorios; Kougka, Georgia; Gialampoukidis, Ilias; Vrochidis, Stefanos; Kompatsiaris, Ioannis; Vlachopoulou, Maro
errShare
errSave
A review of explainable AI methods and their application in manufacturing systems
errDiscover Applied Sciences
IF2.4
err2025-11-29
err0
errOAAI
errGrigorios Tzionis; Prodromos Mouratidis; Georgia Kougka; Ilias Gialampoukidis; Stefanos Vrochidis; Ioannis Kompatsiaris; Maro Vlachopoulou
errShare
errSave
Enhancing Robustness in Feature Importance Methods with NAFIC and CESHAP for Improved Interpretability
errradiology artificial intelligence
IF4.3
err2025-06-09
err0
errOAAI
errGrigorios Tzionis; Georgia Kougka; Ilias Gialampoukidis; Stefanos Vrochidis; Ioannis Kompatsiaris; Maro Vlachopoulou
errShare
errSave
Optimizing the Execution of Product Data Models
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errVarvoutas, Konstantinos; Bellas, Christos; Kougka, Georgia; Gounaris, Anastasios
errShare
errSave
Dynamic Configuration of Partitioning in Spark Applications
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2017-07-01
err54
errOAAI
errGounaris, Anastasios; Kougka, Georgia; Tous, Ruben; Montes, Carlos Tripiana; Torres, Jordi
errShare
errSave
Practical algorithms for execution engine selection in data flows
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2015-04-01
err5
PREAI
errKougka, Georgia; Gounaris, Anastasios; Tsichlas, Kostas
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errSave

Research Directions

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Co-authors
Cooperation Journals
I
Ioannis Kompatsiaris
H-index: 65 · Papers: 1.3K
J
Jordi Torres
H-index: 40 · Papers: 232
S
Stefanos Vrochidis
H-index: 34 · Papers: 548
M
Maro Vlachopoulou
H-index: 26 · Papers: 160
A
Anastasios Gounaris
H-index: 25 · Papers: 201
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