Journals • 2021
|
1.
K. Michalakis, Y. Christodoulou, G. Caridakis, Y. Voutos, Ph. Mylonas |
A Context-Awareness Middleware for Context Modeling and Reasoning: A Case-Study in Smart Cultural Spaces |
Applied Sciences, MDPI, June 2021 |
|
Journals • 2020
|
2.
G. Alexandridis, Y. Voutos, Ph. Mylonas, G. Caridakis |
A geolocation analytics-driven ontology for short-term leases: inferring current sharing economy trends |
Algorithms, 13(3), MDPI, March 2020 |
|
Journals • 2018
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3.
A. Vlachostergiou, G. Caridakis, Ph. Mylonas, A. Stafylopatis |
Learning Representations of Natural Language Texts with Generative Adversarial Networks at Document, Sentence, and Aspect Level |
Algorithms, MDPI, Volume 11, Issue 10, October 2018, https://doi.org/10.3390/a11100164 |
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Journals • 2016
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4.
A. Vlachostergiou, G. Stratogiannis, G. Caridakis, G. Siolas, and Ph. Mylonas |
User adaptive and context aware Smart Home using pervasive and semantic technologies |
Journal of Electrical and Computer Engineering, Hindawi, Volume 2016, Article ID 4789803, 20 pages, August 2016 |
|
5.
L. Malatesta, S. Asteriadis, G. Caridakis, A. Vasalou, K. Karpouzis |
Associating gesture expressivity with affective representations |
Engineering Applications of Artificial Intelligence, Elsevier, Volume 51, May 2016, Pages 124–135. |
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Journals • 2015
|
6.
G. Siolas, G. Caridakis, Ph. Mylonas, G. Stratogiannis, S. Kollias, A. Stafylopatis |
Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments |
International Journal of Virtual Communities and Social Networking, Vol. 7, No. 3, July-September 2015 |
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Journals • 2013
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7.
G. Caridakis, J. Wagner, A. Raouzaiou, F. Lingenfelser, K. Karpouzis, E. Andre |
A cross-cultural, multimodal, affective corpus for gesture expressivity analysis |
Journal on Multimodal User Interfaces, Springer, Special Issue on Multimodal Corpora, March 2013, Volume 7, Issue 1-2, pp 121-134. |
|
8.
K. Karpouzis, G. Caridakis, R. Cowie, E. Douglas-Cowie |
Induction, recording and recognition of natural emotions from facial expressions and speech prosody |
Special Issue on Pervasive Assistance, Journal on Multimodal User Interfaces, Springer-Verlag, pp. 1-12, 10.1007/s12193-013-0122-3. |
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Journals • 2012
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9.
G. Caridakis, K. Karpouzis, A. Drosopoulos, S. Kollias |
Non parametric, self organizing, scalable modeling of spatiotemporal inputs: The Sign Language Paradigm |
Neural Networks, Elsevier, Volume 36, December, 2012, pp. 157-166. |
|
10.
G. Caridakis, S. Asteriadis, K. Karpouzis |
Non-manual cues in automatic sign language recognition |
Special Issue on Assistive Environments for the Disabled and the Senior Citizens, Personal and Ubiquitous Computing, Springer, 10.1007/s00779-012-0615-1 |
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Journals • 2010
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11.
G. Caridakis, K. Karpouzis, A. Drosopoulos, S. Kollias |
SOMM: Self organizing Markov map for gesture recognition |
Pattern Recognition Letters, Volume 31, Issue 1, 1 January 2010, Pages 52-59. |
|
12.
G. Caridakis, K. Karpouzis, M. Wallace, L. Kessous, N. Amir |
Multimodal user's affective state analysis in naturalistic interaction |
Journal on Multimodal User Interfaces, Springer, Volume 3, Numbers 1-2 / March, 2010, pp 49-66. |
|
13.
L. Kessous, G. Castellano, G. Caridakis |
Multimodal emotion recognition in speech-based interaction using facial expression, body gesture and acoustic analysis |
Journal on Multimodal User Interfaces, 3(1), 33-48, Springer, DOI 10.1007/s12193-009-0025-5 |
|
Journals • 2009
|
14.
J. -C. Martin, G. Caridakis, L. Devillers, K. Karpouzis, S. Abrilian |
Manual annotation and automatic image processing of multimodal emotional behaviors: validating the annotation of TV interviews |
Personal and Ubiquitous Computing, Special issue on Emerging Multimodal Interfaces, Volume 13, Number 1 / January 2009, pp. 69-76. |
|
Journals • 2008
|
15.
G. Caridakis, K. Karpouzis, S. Kollias |
User and Context Adaptive Neural Networks for Emotion Recognition |
Neurocomputing, Elsevier, Volume 71, Issue 13-15, pp. 2553-2562, August 2008. |
|
16.
S. - E. Fotinea, E. Efthimiou, K. Karpouzis, G. Caridakis |
A Knowledge-based Sign Synthesis Architecture |
Universal Access in the Information Society 6 (4), pp. 405-418, Springer, 2008. |
|
Journals • 2007
|
17.
G. Caridakis, A. Raouzaiou, E. Bevacqua, M. Mancini, K. Karpouzis, L. Malatesta and C. Pelachaud |
Virtual agent multimodal mimicry of humans |
Language Resources and Evaluation 41 (3-4), Special issue on Multimodal Corpora, pp. 367-388, Springer |
|
18.
K. Karpouzis, G. Caridakis, S-E. Fotinea, E. Efthimiou |
Educational Resources and Implementation of a Greek Sign Language Synthesis Architecture |
Computers & Education, Special Issue in Web3D Technologies in Learning, Education and Training, Elsevier, Volume 49, Issue 1, Pages 54-74, August 2007. |
|
19.
S. Ioannou, G. Caridakis, K. Karpouzis, S. Kollias |
Robust Feature Detection for Facial Expression Recognition |
EURASIP Journal on Image and Video Processing, Volume 2007, Issue 2 (August 2007) |
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Journals • 2004
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20.
G. Caridakis, K. Karpouzis |
Design and Implementation of a Greek Sign Language Synthesis System |
WSEAS Transactions on Systems, Issue 10, Volume 3, pp. 3108 - 3113, Dec. 2004. |
|
Books • 2013
|
1.
C. Hondrou, G. Caridakis |
Affective Natural Interaction using EEG: technologies, applications and future directions |
Semantic Multimedia Analysis and Processing, CRC Press - Taylor & Francis Group |
|
Books • 2011
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2.
JC. Martin, L. Deviller, A. Raouzaiou, G. Caridakis, et al. |
Coordinating the Generation of Signs in Multiple Modalities in an Affective Agent |
P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, pp 349-367, Springer |
|
3.
M. Pantic, G. Caridakis |
Image and Video Processing for Affective Applications |
P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, pp 101-114, Springer |
|
4.
M. Pantic, G. Caridakis, E. Andre, J. Kim, K. Karpouzis, S. Kollias |
Multimodal emotion recognition from low-level cues |
P. Petta et al. (eds.), Emotion-Oriented Systems, Cognitive Technologies, pp 115-132, Springer |
|
Books • 2010
|
5.
G. Caridakis, P. Tzouveli, L. Malatesta, A. Raouzaiou, K. Karpouzis, S. Kollias |
Affective e-Learning System: Analysis of Learners State |
in A. Tzanavari and N. Tsapatsoulis (eds), Affective, Interactive and Cognitive Methods for E-Learning Design: Creating an Optimal Education Experience, pp. 275-294, IGI Global |
|
6.
G. Castellano, G. Caridakis, A. Camurri, K. Karpouzis, G. Volpe, S. Kollias |
Body gesture and facial expression analysis for automatic affect recognition |
in Scherer, K.R., Banziger, T., Roesch, E. (Eds.), A Blueprint for Affective Computing, Oxford University Press |
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Books • 2008
|
7.
R. Cowie, E. Douglas-Cowie, K. Karpouzis, G. Caridakis, M. Wallace, S. Kollias |
Recognition of Emotional States in Natural Human-Computer Interaction |
D. Tzovaras (ed.), Multimodal User Interfaces, pp. 119-153, Springer Berlin Heidelberg, 2008 |
|
Books • 2007
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8.
G. Caridakis, G. Castellano, L. Kessous, A. Raouzaiou, L. Malatesta, S. Asteriadis, K. Karpouzis, |
Expressive faces, gestures and speech in multimodal affective analysis |
in C. Boukis, A. Pnevmatikakis and L. Polymenakos (eds.), Artificial Intelligence and Innovations: from Theory to Applications, pp 375-388 |
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9.
G. Castellano, L. Kessous, G. Caridakis |
Multimodal emotion recognition from expressive faces, body gestures and speech |
C. Peter, R. Beale (eds), Affect and Emotion in Human-Computer Interaction, Lecture Notes in Computer Science, Springer |
|
10.
K. Karpouzis, G. Caridakis, L. Kessous, N. Amir,A. Raouzaiou, L. Malatesta, S. Kollias |
Modeling naturalistic affective states via facial, vocal, and bodily expressions recognition |
T. Huang, A. Nijholt, M. Pantic, A. Pentland (eds.), Lecture Notes in Artificial Intelligence, Special Volume on AI for Human Computing, pp. 91-112, Springer. |
|
Conferences • 2021
|
1.
G. Trichopoulos, J. Aliprantis, M. Konstantakis, K. Michalakis, Ph. Mylonas, Y. Voutos, G. Caridakis |
Augmented and personalized digital narratives for Cultural Heritage under a tangible interface |
16th International Workshop on Semantic and Social Media Adaptation & Personalization (SMAP 2021), November 4-5, 2021 |
|
Conferences • 2019
|
2.
J. Aliprantis, M. Konstantakis, R. Nikopoulou, Ph. Mylonas, G. Caridakis |
Natural Interaction in Augmented Reality context |
Visual Pattern Extraction and Recognition for Cultural Heritage Understanding Workshop (VIPERC2019) |
|
3.
K. Michalakis, G. Alexandridis, G. Caridakis, Ph. Mylonas |
Context incorporation in cultural path recommendation using topic modelling |
Visual Pattern Extraction and Recognition for Cultural Heritage Understanding Workshop (VIPERC2019) |
|
Conferences • 2016
|
4.
A. Vlachostergiou, G. Stratogiannis, G. Siolas, G. Caridakis and Ph. Mylonas |
Pervasive semantic representation and integration of context-aware homes in context sensitive cities |
1st Workshop on Artificial Intelligence and Internet of Things (AI-IoT), in conjunction with SETN 2016, Thessaloniki, 18 May 2016 |
|
Conferences • 2015
|
5.
A. Vlachostergiou, G. Caridakis, A. Raouzaiou, S. Kollias |
HCI and Natural Progression of Context - Related Questions |
17th International Conference on Human - Computer Interaction, 2-7 August 2015, Los Angeles, CA, USA |
|
6.
A. Vlachostergiou, G. Stratogiannis, G. Caridakis, G. Siolas, Ph. Mylonas |
Smart home context awareness based on Smart and Innovative Cities |
2nd Workshop on Innovative European Policies and Applied Measures for Developing Smart Cities (IPMSC2015), in conjunction with EANN 2015, Rhodes, Greece, 25-28 September 2015 |
|
7.
G. Stratogiannis, A. Vlachostergiou, G. Siolas, G. Caridakis, Ph. Mylonas, A. Stafylopatis, S. Kollias |
User and home appliances pervasive interaction in a sensor driven Smart Home environment: the SandS approach |
10th International Workshop on Semantic and Social Media Adaptation and Personalization, November 5-6, 2015, Trento, Italy. |
|
Conferences • 2014
|
8.
A. Vlachostergiou, G.Caridakis, S. Kollias |
Context in Affective Multiparty and Multimodal Interaction: Why, Which, How and Where? |
Workshop on Understanding and Modeling Multiparty, Multimodal Interactions (UMMMI 2014), |
|
9.
A. Vlachostergiou, G.Caridakis, S. Kollias |
Investigating context awareness of Affective Computing systems: A critical approach |
6th International Conference on Intelligence Human Computer Interaction (IHCI 2014) |
|
Conferences • 2013
|
10.
B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, G, Siolas, S. Kollias, M. Grana Romay, F. Barriento, S. San Jose |
Social Things - The SandS instantiation |
Second IEEE Workshop on the Internet of Things: Smart Objects and Services, IoT-SoS 2013, WoWMoM, June 4, Madrid, Spain, 2013 |
|
11.
E. Kalatha, G. Caridakis |
Natural, affect aware interfaces: Gesture and Body Expressivity Aspects |
8th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), Bayonne, France, 12-13 December, 2013 |
|
12.
G. Caridakis, G. Siolas |
The FI user: the SandS paradigm |
Social Things, Pre FIA Workshops, Future Internet Assembly, 7 May, Dublin, Ireland, 2013 |
|
13.
G. Caridakis, G. Siolas, Ph. Mylonas, S. Kollias, A. Stafylopatis |
Intelligent and adaptive pervasive Future Internet: Smart cities for the citizens |
1st Workshop on Innovative European Policies and Applied Measures for Developing Smart Cities (IPMSC 2013), in conjunction with EANN 2013, Chalkidiki, Greece, September 13-16, 2013 |
|
14.
G. Caridakis, G. Siolas, Ph. Mylonas, S. Kollias, B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, M. Grana Romay, F. Barrientos, S. San Jose Alonso |
Smart domestic environments hosting social users: the SandS paradigm from a user's perspective |
Future Internet and Smart Cities, eChallenges e-2013 Conference, 09 - 11 October, Dublin, Ireland, 2013 |
|
15.
G. Caridakis, K.Moutselos, I. Maglogiannis |
Natural Interaction expressivity modeling and analysis |
6th International Conference on PErvasive Technologies Related to Assistive Environments, Rhodes, Greece, May 29-31, 2013 |
|
16.
G. Siolas, G. Caridakis, Ph. Mylonas, S. Kollias, A. Stafylopatis |
Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments |
8th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP), Bayonne, France, 12-13 December, 2013 |
|
17.
I. Stephanakis, I. Chochliouros, G. Caridakis, S. Kollias |
A Particle Swarm Optimization (PSO) Model For Scheduling Nonlinear Multimedia Services In Multicommodity Fat-tree Cloud Networks |
1st Workshop on Innovative European Policies and Applied Measures for Developing Smart Cities, 14th EANN International Conference, September 13-16, Chalkidiki, Greece, 2013 |
|
18.
M. Grana, B. Apolloni, M. Fiasche, G. Galliani, C. Zizzo, G. Caridakis, et al. |
Social and Smart: towards an instance of subconscious social intelligence |
1st Workshop on Innovative European Policies and Applied Measures for Developing Smart Cities, 14th EANN, September 13-16, Chalkidiki, Greece, 2013 |
|
19.
Ph. Mylonas, G. Siolas, G. Caridakis, S. Kollias, A.-G. Stafylopatis |
Modeling context and fuzzy personas towards an intelligent Future Internet smart home paradigm |
Intelligent Users, Intelligent Cities Workshop, in conjuction with the 9th International Conference on Intelligent Environments, IE '13, July 2013 |
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Conferences • 2012
|
20.
C. Hondrou, G. Caridakis |
Affective, Natural Interaction using EEG: sensors, application and future directions |
Artificial Intelligence: Theories and Applications, 7th Hellenic Conference on AI, SETN 2012, Lamia, Greece, May 28-31, Proceedings, Volume 7297/2012, 331-338 |
|
21.
S. Asteriadis, G. Caridakis, L. Malatesta, K. Karpouzis |
Natural interaction multimodal analysis: Expressivity analysis towards adaptive and personalized interfaces |
7th International Workshop on Semantic and Social Media Adaptation and Personalization, SMAP, Luxemburg, December 2012 |
|
Conferences • 2011
|
22.
G. Caridakis, K. Karpouzis |
Full body expressivity analysis in 3D Natural Interaction: a comparative study |
Affective Interaction in Natural Environments workshop, ICMI 2011 International Conference on Multimodal Interaction. 14-18th November 2011, Alicante, Spain |
|
23.
G. Caridakis, K. Karpouzis |
Non verbal behavior analysis in gaming and game based learning |
5th European Conference on Games Based Learning, 20-21 October 2011, Athens, Greece. |
|
24.
G. Caridakis, K. Karpouzis, S. Asteriadis |
Low-cost affect and behaviour sensing in games |
Fourth EUCogII Members Conference, Poster session, Thessaloniki, Greece, April 11-12 |
|
25.
G. Caridakis, S. Apostolou |
3D Full body expressivity features extraction |
3rd International Conference in Games and Virtual Worlds for Serious Applications (VS-Games) Interactivity event, May 4-6, Athens, Greece |
|
26.
G. Caridakis, S. Asteriadis, K. Karpouzis |
Non-manual cues in automatic sign language recognition |
ABRA: Affect and Behaviour Related Assistance Workshop, 4th ACM International PETRA Conference, Crete, Greece, May 25-27 |
|
27.
G. Caridakis, S. Asteriadis, K. Karpouzis, S. Kollias |
Detecting Human Behavior Emotional Cues in Natural Interaction |
17th International Conference on Digital Signal Processing (DSP), Corfu, Greece, July 6-8 |
|
Conferences • 2010
|
28.
G. Caridakis, J. Wagner, A. Raouzaiou, Z. Curto, E. Andre, K. Karpouzis |
A multimodal corpus for gesture expressivity analysis |
Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality, LREC, Malta, May 17-23, 2010 |
|
29.
G. Caridakis, S. Asteriadis, K. Karpouzis |
User modeling via gesture and head pose expressivity features |
5th International Workshop on Semantic Media Adaptation and Personalization, (SMAP 2010), Limassol, Cyprus, 9-10 December 2010 |
|
Conferences • 2009
|
30.
C. Hondrou, M. Pertselakis, G. Caridakis, K. Karpouzis, S. Kollias |
Ανάλυση ευαισθησίας σε αναδρομικό νευρωνικό δίκτυο εκπαιδευμένο για αναγνώριση συναισθήματος |
3ο Πανελλήνιο Συνέδριο Φοιτητών Ηλεκτρολόγων Μηχανικών και Μηχανικών Υπολογιστών |
|
31.
G. Caridakis, K. Karpouzis, N. Drosopoulos, S. Kollias |
Adaptive gesture recognition in Human Computer Interaction |
International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS), London, UK, 2009 |
|
32.
S. Fotinea, E. Efthimiou, G. Caridakis, O. Diamanti, N. Mitsou, K. Karpouzis, C. Tzafestas, P. Maragos |
DIANOEMA: Visual analysis and sign recognition for GSL modelling and robot teleoperation |
8th International Gesture Workshop, GW2009, Bielefeld University, Germany |
|
Conferences • 2008
|
33.
G. Caridakis, K. Karpouzis, C. Pateritsas, A. Drosopoulos, A. Stafylopatis, S. Kollias |
Hand Trajectory-based Gesture Recognition using Self-Organizing Feature Maps and Markov Models |
2008 IEEE International Conference on Multimedia & Expo (ICME), June 23-26, Hannover, Germany. |
|
34.
G. Caridakis, O. Diamanti, K. Karpouzis, P. Maragos |
Automatic Sign Language Recognition: vision based feature extraction and probabilistic recognition scheme from multiple cues |
1st ACM International Conference on PErvasive Technologies Related to Assistive Environments (PETRA), July 15-19, Athens, Greece, |
|
Conferences • 2007
|
35.
G. Caridakis, C. Pateritsas, A. Drosopoulos, A. Stafylopatis, S. Kollias |
Probabilistic Video-Based Gesture Recognition Using Self-Organizing Feature Maps |
17th International Conference on Artificial Neural Networks(ICANN 2007),September 9-13, Porto, Portugal |
|
36.
L. Malatesta, A. Raouzaiou, G. Caridakis, K. Karpouzis |
Mimicking adaptation processes in the human brain with neural network retraining. |
Proceedings of the 4th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI 2007), 19-21 September 2007, Athens, Greece |
|
37.
L. Malatesta , G. Caridakis, A. Raouzaiou, K. Karpouzis |
Agent Personality Traits in Virtual Environments Based on Appraisal Theory Predictions |
AISB'07: Artificial and Ambient Intelligence, Language, Speech and Gesture for Expressive Characters, Newcastle upon Tyne, UK, April 2-4, 2007 |
|
Conferences • 2006
|
38.
C. Pelachaud, E. Bevacqua, G. Caridakis, K. Karpouzis, M. Mancini, C. Peters, A. Raouzaiou |
Mimicking from perception and interpretation |
Enactive 06 - 3rd International Conference on Enactive Interfaces |
|
39.
E. Bevacqua, A. Raouzaiou, C. Peters, G. Caridakis, K. Karpouzis, C. Pelachaud, M. Mancini |
Multimodal Sensing, Interpretation and Copying of Movements by a Virtual Agent |
Perception and Interactive Technologies, Kloster Irsee, Germany, June 19 - 21, 2006 |
|
40.
G. Caridakis, A. Raouzaiou, K. Karpouzis, S. Kollias |
Synthesizing Gesture Expressivity Based on Real Sequences |
Workshop on multimodal corpora: from multimodal behaviour theories to usable models, LREC 2006 Conference, Genoa, Italy, 24-26 May. |
|
41.
G. Caridakis, L. Malatesta, L. Kessous, N. Amir, A. Raouzaiou, K. Karpouzis |
Modeling naturalistic affective states via facial and vocal expressions recognition |
International Conference on Multimodal Interfaces (ICMI’06), Banff, Alberta, Canada, November 2-4, 2006 |
|
42.
J.-C. Martin, G. Caridakis, L. Devillers, K. Karpouzis, S. Abrilian |
Manual Annotation and Automatic Image Processing of Multimodal Emotional Behaviours: Validating the Annotation of TV Interviews |
5th Conference on Language Resources and Evaluation (LREC 2006), Genoa, Italy, May 2006. |
|
43.
S. Ioannou, L. Kessous, G. Caridakis, K. Karpouzis, V. Aharonson, S. Kollias |
Adaptive On-Line Neural Network Retraining for Real Life Multimodal Emotion Recognition |
International Conference on Artificial Neural Networks (ICANN) 2006, Athens, Greece, September 2006. |
|
Conferences • 2005
|
44.
G. Caridakis, K. Karpouzis, G. Sapountzaki, S-E. Fotinea, E. Efthimiou |
A dynamic environment for Greek Sign Language Synthesis using virtual characters |
ACM Web3D 2005 Symposium, March 29 - April 1 2005, Bangor, UK. |
|
45.
S. E. Fotinea, E. Efthimiou, K. Karpouzis, G. Caridakis |
Dynamic GSL synthesis to support access to e-content |
HCI International 2005, July 2005, Las Vegas, Nevada, USA. |
|
Conferences • 2004
|
46.
K. Karpouzis, G. Caridakis, S-E. Fotinea, E. Efthimiou |
Educational Resources and Implementation of a Greek Sign Language Synthesis Architecture |
International Workshop on Web3D Technologies in Learning, Education and Training, Udine, Italy |
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Ph.D Thesis • 2009
|
1.
G. Caridakis |
Emotion Analysis in Natural Human Computer Interaction - Ανάλυση Συναισθήματος στην Φυσική Αλληλεπίδραση Ανθρώπου Μηχανής |
PhD Thesis, National Technical University of Athens, School of Electrical and Computer Engineering |
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