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Stefanos Kollias

National Technical University of Athens

44H-index
506Paper Count
1.0WCitation Count
Published Papers 37
Publication Date
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NEFELI: A deep-learning detection and tracking pipeline for enhancing autonomy in advanced air mobility
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2024-12-01
err1
PREAI
errArsenos, Anastasios; Petrongonasa, Evangelos; Filippopoulos, Orfeas; Skliros, Christos; Kollias, Dimitrios; Kollias, Stefanos
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An End-to-End Deep Learning Framework for Fault Detection in Marine Machinery
errSENSORS
IF3.5
err2024-08-16
err4
errOAAI
errRigas, Spyros; Tzouveli, Paraskevi; Kollias, Stefanos
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errSave
Insights into Object Semantics: Leveraging Transformer Networks for Advanced Image Captioning
errSENSORS
IF3.5
err2024-03-11
err0
errOAAI
errHafeth, Deema Abdal; Kollias, Stefanos
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errSave
EdgeScan for IoT Contextual Understanding With Edge Computing and Image Captioning
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-01-01
err0
errOAAI
errHafeth, Deema Abdal; Al-Khafajiy, Mohammed; Kollias, Stefanos
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errSave
A deep neural architecture for harmonizing 3-D input data analysis and decision making in medical imaging
errNEUROCOMPUTING
IF6.5
err2023-07-01
err10
errOAAI
errKollias, Dimitrios; Arsenos, Anastasios; Kollias, Stefanos
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A Novel Model Fusion Approach for Greenhouse Crop Yield Prediction
errHORTICULTURAE
IF3
err2022-12-20
err5
errOAAI
errGong, Liyun; Yu, Miao; Cutsuridis, Vassilis; Kollias, Stefanos; Pearson, Simon
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Studies of evolutionary algorithms for the reduced Tomgro model calibration for modelling tomato yields
errSMART AGRICULTURAL TECHNOLOGY
IF5.7
err2021-12-01
err5
errOAAI
errGong, Liyun; Yu, Miao; Jiang, Shouyong; Cutsuridis, Vassilis; Kollias, Stefanos; Pearson, Simon
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errSave
DeMoCap: Low-Cost Marker-Based Motion Capture
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2021-10-15
err19
PREAI
errChatzitofis, Anargyros; Zarpalas, Dimitrios; Daras, Petros; Kollias, Stefanos
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Multi-source domain adaptation for quality control in retail food packaging
errCOMPUTERS IN INDUSTRY
IF9.1
err2020-12-01
err16
errOAAI
errThota, Mamatha; Kollias, Stefanos; Swainson, Mark; Leontidis, Georgios
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errSave
A Scalable Test Suite for Continuous Dynamic Multiobjective Optimization
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2020-06-01
err45
errOAAI
errJiang, Shouyong; Kaiser, Marcus; Yang, Shengxiang; Kollias, Stefanos; Krasnogor, Natalio
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Combining guaranteed and spot markets in display advertising: Selling guaranteed page views with stochastic demand
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2020-02-01
err6
errOAAI
errChen, Bowei; Huang, Jingmin; Huang, Yufei; Kollias, Stefanos; Yue, Shigang
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errSave
HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media
errIEEE ACCESS
IF3.6
err2020-01-01
err32
errOAAI
errChatzitofis, Anargyros; Saroglou, Leonidas; Boutis, Prodromos; Drakoulis, Petros; Zioulis, Nikolaos; Subramanyam, Shishir; Kevelham, Bart; Charbonnier, Caecilia; Cesar, Pablo; Zarpalas, Dimitrios; Kollias, Stefanos; Daras, Petros
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A novel rule based machine translation scheme from Greek to Greek Sign Language: Production of different types of large corpora and Language Models evaluation
errCOMPUTER SPEECH AND LANGUAGE
IF3.4
err2018-09-01
err16
PREAI
errKouremenos, Dimitrios; Ntalianis, Klimis; Kollias, Stefanos
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errSave
Deep neural architectures for prediction in healthcare
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2017-11-13
err80
errOAAI
errKollias, Dimitrios; Tagaris, Athanasios; Stafylopatis, Andreas; Kollias, Stefanos; Tagaris, Georgios
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On the Beneficial Effect of Noise in Vertex Localization
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2017-09-19
err0
errOAAI
errRaftopoulos, Konstantinos A.; Kollias, Stefanos D.; Sourlas, Dionysios D.; Ferecatu, Marin
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errSave
α-shapes for local feature detection
errPATTERN RECOGNITION
IF7.6
err2016-02-01
err18
errOAAI
errVarytimidis, Christos; Rapantzikos, Konstantinos; Avrithis, Yannis; Kollias, Stefanos
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errSave
Visual Focus of Attention in Non-calibrated Environments using Gaze Estimation
errINTERNATIONAL JOURNAL OF COMPUTER VISION
IF9.3
err2013-12-10
err41
PREAI
errAsteriadis, Stylianos; Karpouzis, Kostas; Kollias, Stefanos
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errSave
Exploring trace transform for robust human action recognition
errPATTERN RECOGNITION
IF7.6
err2013-12-01
err46
PREAI
errGoudelis, Georgios; Karpouzis, Konstantinos; Kollias, Stefanos
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errSave
Mining User Queries with Markov Chains: Application to Online Image Retrieval
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2013-02-01
err8
PREAI
errRaftopoulos, Konstantinos A.; Ntalianis, Klimis S.; Sourlas, Dionyssios D.; Kollias, Stefanos D.
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errSave
Non parametric, self organizing, scalable modeling of spatiotemporal inputs: The sign language paradigm
errNEURAL NETWORKS
IF6.3
err2012-12-01
err3
PREAI
errCaridakis, G.; Karpouzis, K.; Drosopoulos, A.; Kollias, S.
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Research Directions

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Co-authors
Cooperation Journals
杨
杨圣祥 (Shengxiang Yang)
H-index: 71 · Papers: 584
R
Roddy Cowie
H-index: 50 · Papers: 231
N
Natalio Krasnogor
H-index: 47 · Papers: 282
M
Marcus Kaiser
H-index: 47 · Papers: 280
J
John G. Taylor
H-index: 44 · Papers: 621
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