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Ioannis Hatzilygeroudis

Hellenic Open University

29H-index
232Paper Count
3.1KCitation Count
Published Papers 18
Publication Date
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An Overview of Recent Interpretability and Explainability Approaches for Tree-Based Ensembles
errInformation
IF2.9
err2026-05-13
err0
PREAI
errMiteloudis, Alexandros; Hatzilygeroudis, Ioannis
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An Educational Virtual World System with Gamification Features and LLM Guided NPCs
errGENERATIVE SYSTEMS AND INTELLIGENT TUTORING SYSTEMS, ITS 2025, PT I
IF0
err2026-01-01
err4
PREAI
errBarmpari, Ariadni; Voyiatzaki, Eleni; Hatzilygeroudis, Ioannis
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Generative AI Agents for Instructional Co-design: A Sequential Agent-Based Approach Using a Low-Code/No-Code Platform
errGENERATIVE SYSTEMS AND INTELLIGENT TUTORING SYSTEMS, ITS 2025, PT I
IF0
err2026-01-01
err0
PREAI
errTolis, Dimitrios; Mystakidis, Stylianos; Hatzilygeroudis, Ioannis; Siozopoulos, Konstantinos
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From Single to Deep Learning and Hybrid Ensemble Models for Recognition of Dog Motion States
errELECTRONICS
IF2.6
err2025-05-09
err0
errOAAI
errDavoulos, George; Lalakou, Iro; Hatzilygeroudis, Ioannis
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ACRES: A framework for (semi)automatic generation of rule-based expert systems with uncertainty from datasets
errEXPERT SYSTEMS
IF2.3
err2024-09-04
err0
errOAAI
errKovas, Konstantinos; Hatzilygeroudis, Ioannis
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Sentiment analysis using novel and interpretable architectures of Hidden Markov Models
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-10-01
err23
PREAI
errPerikos, Isidoros; Kardakis, Spyridon; Hatzilygeroudis, Ioannis
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errSave
Emotional community detection in social networks
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2018-01-01
err45
PREAI
errKanavos, Andreas; Perikos, Isidoros; Hatzilygeroudis, Ioannis; Tsakalidis, Athanasios
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Automatic estimation of exercises' difficulty levels in a tutoring system for teaching the conversion of natural language into first-order logic
errEXPERT SYSTEMS
IF2.3
err2016-11-13
err11
PREAI
errPerikos, Isidoros; Grivokostopoulou, Foteini; Kovas, Konstantinos; Hatzilygeroudis, Ioannis
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errSave
Assessment of life insurance applications: an approach integrating neuro-symbolic rule-based with case-based reasoning
errEXPERT SYSTEMS
IF2.3
err2015-11-16
err9
PREAI
errPrentzas, Jim; Hatzilygeroudis, Ioannis
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errSave
Symbolic-neural rule based reasoning and explanation
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2015-06-01
err12
PREAI
errHatzilygeroudis, Ioannis; Prentzas, Jim
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errSave
Improving efficiency of merging symbolic rules into integrated rules: splitting methods and mergability criteria
errEXPERT SYSTEMS
IF2.3
err2014-08-21
err2
PREAI
errPrentzas, Jim; Hatzilygeroudis, Ioannis
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Teaching assistance and automatic difficulty estimation in converting first order logic to clause form
errARTIFICIAL INTELLIGENCE REVIEW
IF13.9
err2013-07-16
err6
PREAI
errGrivokostopoulou, Foteini; Hatzilygeroudis, Ioannis; Perikos, Isidoros
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errSave
Managing urinary incontinence through hand-held real-time decision support aid
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2012-07-01
err4
PREAI
errKoutsojannis, Constantinos; Lithari, Chrysa; Hatzilygeroudis, Ioannis
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errSave
Integrated Rule-Based Learning and Inference
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2010-11-01
err13
PREAI
errHatzilygeroudis, Ioannis; Prentzas, Jim
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errSave
Incrementally updating a hybrid rule base based on empirical data
errEXPERT SYSTEMS
IF2.3
err2007-08-17
err0
PREAI
errPrentzas, Jim; Hatzilygeroudis, Ioannis
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errSave
Categorizing approaches combining rule-based and case-based reasoning
errEXPERT SYSTEMS
IF2.3
err2007-04-17
err84
errOAAI
errPrentzas, Jim; Hatzilygeroudis, Ioannis
errShare
errSave
Integrating (rules, neural networks) and cases for knowledge representation and reasoning in expert systems
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2004-07-01
err44
PREAI
errHatzilygeroudis, I; Prentzas, J
errShare
errSave
Using a hybrid rule-based approach in developing an intelligent tutoring system with knowledge acquisition and update capabilities
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2004-05-01
err43
PREAI
errHatzilygeroudis, I; Prentzas, J
errShare
errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
A
Andreas Kanavos
H-index: 24 · Papers: 206
A
Athanasios Tsakalidis
H-index: 24 · Papers: 231
S
Stylianos Mystakidis
H-index: 23 · Papers: 74
I
Isidoros Perikos
H-index: 20 · Papers: 128
C
Constantinos Koutsojannis
H-index: 19 · Papers: 120
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