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Scientific fields
Natural Sciences ▶ Computer and Information Sciences
Artificial Intelligence
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Classification on Multi-label Data with Ordered Labels
Creator:
Καγιάς, Αντώνιος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2025
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Car (clean and analyze in r), an integrated tool for automated data preprocessing, analysis and visualization using r shiny
Creator:
Μάστορας, Ιωάννης
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2025
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Dynamic / Adaptive determination of parameter k IN k-NN classifier
Creator:
Παπανικολάου, Μερκούριος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2022
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Addressing Computer Vision Challenges
Creator:
Τζόγκα, Χριστίνα
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2021
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
A novel evolutionary algorithm for hierarchical neural architecture search
Creator:
Χριστοφορίδης, Αριστείδης
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2021
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Computing trajectories in 3D space to avoid obstacles using systematic and stochastic search algorithms
Creator:
Μάρκου, Βασίλειος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2021
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Epistemic network analysis: literature review and case study
Creator:
Χρήστου, Αλίκη
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2021
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Visualization and analysis of data related to government restrictive measures on covid-19
Creator:
Χαντές, Δημήτριος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Machine learning-based mood classification via standardized questionnaires
Creator:
Μπαλκούδη, Μιχαέλα
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Machine learning techniques for stock market prediction
Creator:
Παυλίδης, Παύλος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Εντοπισμός πιθανών διαφορών ανά φύλο σε εισαγωγικό προγραμματιστικό μάθημα με χρήση μεθόδων ανάλυσης δεδομένων σε αποτελέσματα εργασιών φοιτητών, με σκοπό την προώθηση της ισότητας μεταξύ των φύλων Determining possible gender differences in undergraduate introductory programming courses by applying data analysis techniques in the results of the students’ assignments, to promote gender equality
Creator:
Δαγκλής, Ευάγγελος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Educational game to model learner's personality
Creator:
Chatziavgeri, Aikaterina
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Ανάπτυξη μεθόδου ενσωμάτωσης δικτυακών υπηρεσιών μέσω ενισχυτικής μάθησης Development of network services embedding method using reinforcement learning
Creator:
Καραγεωργιάδης, Αναστάσιος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Using serious games and learning analytics for student profiling
Creator:
Τσιωνάς, Αθανάσιος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Prediction of cases and transmission rate of covid-19 with machine learning techniques
Creator:
Βαζακίδης, Δημήτριος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2023
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Enhancing fraud detection via gnns with synthetic fraud node generation and integrated structural features
Creator:
Καπεταδημήτρη, Γεωργία
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2024
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Evaluating acceleration techniques for candidate evaluation in genetic neural architecture search
Creator:
Δερβίση, Φωτεινή
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2022
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
A multi-model recurrent knowledge graph embedding for contextual recommendations
Creator:
Κοτζαΐτσης, Διονύσης
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2024
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Enhancing deep learning model explainability in brain tumor datasets using post-heuristic approaches
Creator:
Πασβάντης, Κωνσταντίνος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2024
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
An empirical analysis of data reduction techniques for k-nn classification
Creator:
Ελευθεριάδης, Στυλιανός
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2024
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Train-scheduling for railway networks using basic kinematics and A*
Creator:
Μανωλάκης, Δημήτρης
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2024
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
A simple stock screener framework for portfolio optimization
Creator:
Μπανάτας, Ιωάννης
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2022
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Using temporal node embeddings for community detection
Creator:
Γεμενετζής, Άρης-Ιανός
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2024
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
Kernel classification using optimization models
Creator:
Στασινός, Φώτιος
Item type:
Master thesis
Scientific field:
Artificial Intelligence
Υear:
2024
School/department/institute:
University of Macedonia ▶ School of Information Sciences ▶ Department of Applied Informatics
Institution:
University of Macedonia
Collection :
Psepheda - Digital Library and Institutional Repository
RDF
A system for recognition of named entities in Greek
Creator:
Piperidis, S, Liakata, M, Papageorgiou, H, Demiros, I, Giouli, V, Boutsis, S
Item type:
Scientific article, Publication in journal
Scientific field:
Artificial Intelligence
Υear:
2000
Language:
English
Journal:
NATURAL LANGUAGE PROCESSING-NLP 2000, PROCEEDINGS
Institution:
National Technical University of Athens
Collection :
Digital Library of National Technical University of Athens | Dspace@NTUA
RDF
Synergetic use of different evaluation, parameterization and search tools within a multilevel optimization platform
Creator:
Giannakoglou, KC, Kampolis, IC
Item type:
Scientific article, Publication in journal
Scientific field:
Artificial Intelligence
Υear:
2011
Language:
English
Journal:
Applied Soft Computing Journal
Institution:
National Technical University of Athens
Collection :
Digital Library of National Technical University of Athens | Dspace@NTUA
RDF
Using neural networks for early detection of unsuccessful negotiation threads
Creator:
Roussaki, I, Papaioannou, I, Anagnostou, M
Item type:
Scientific article, Publication in journal
Scientific field:
Artificial Intelligence
Υear:
2011
Language:
English
Journal:
International Journal on Artificial Intelligence Tools
Institution:
National Technical University of Athens
Collection :
Digital Library of National Technical University of Athens | Dspace@NTUA
RDF
Online classification of visual tasks for industrial workflow monitoring
Creator:
Grabner, H, Van Gool, L, Varvarigou, T, Kosmopoulos, D, Veres, G, Voulodimos, A
Item type:
Scientific article, Publication in journal
Scientific field:
Artificial Intelligence
Υear:
2011
Language:
English
Journal:
Neural Networks
Institution:
National Technical University of Athens
Collection :
Digital Library of National Technical University of Athens | Dspace@NTUA
RDF
Parallel recombinative reinforcement learning
Creator:
Likas, A, Stafylopatis, A, Blekas, K
Item type:
Scientific article, Publication in journal
Scientific field:
Artificial Intelligence
Υear:
1995
Language:
English
Journal:
MACHINE LEARNING: ECML-95
Institution:
National Technical University of Athens
Collection :
Digital Library of National Technical University of Athens | Dspace@NTUA
RDF
A classification and relationship extraction scheme for relational databases based on fuzzy logic
Creator:
Vazirgiannis, M
Item type:
Scientific article, Publication in journal
Scientific field:
Artificial Intelligence
Υear:
1998
Language:
English
Journal:
RESEARCH AND DEVELOPMENT IN KNOWLEDGE DISCOVERY AND DATA MINING
Institution:
National Technical University of Athens
Collection :
Digital Library of National Technical University of Athens | Dspace@NTUA
RDF
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