Are Deep Learning Approaches Suitable for Natural Language Processing?

A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users
Liang, X., Angelopoulou, A., Kapetanios, E., Woll, B. and Al Batat, R. 2021. A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users. Adrien Bartoli and Andrea Fusiello (ed.) Sign Language Recognition, Translation & Production (SLRTP) Workshop, in conjunction with the ECCV 2020 Conference. Springer. https://doi.org/10.1007/978-3-030-66096-3_20

A Survey of Alzheimer’s Disease Early Diagnosis Methods for Cognitive Assessment
Fernández Montenegro, Juan Manuel, Villarini, B., Angelopoulou, A., Kapetanios, E., Garcia-Rodriguez, J. and Argyriou, Vasileios 2020. A Survey of Alzheimer’s Disease Early Diagnosis Methods for Cognitive Assessment. Sensors. 20 (24) e7292. https://doi.org/10.3390/s20247292

Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships
Kapetanios, E., Sugumaran, V. and Angelopoulou, A. 2020. Exploring the Suitability of Semantic Spaces as Word Association Models for the Extraction of Semantic Relationships. arXiv:2004.14265. https://doi.org/arXiv:2004.14265

Machine Learning for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language
Xing Liang, Bencie Woll, Kapetanios, E., Angelopoulou, A. and Reda Al batat 2020. Machine Learning for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language. LREC 2020, 9th Workshop on the Representation and Processing of Sign Languages: Sign Language Resources in the Service of the Language Community, Technological Challenges and Application Perspectives. Marseille 11 - 16 May 2020 European Language Resources Association (ELRA).

Assessing the Effectiveness of Automated Emotion Recognition in Adults and Children for Clinical Investigation
Flynn, M., Effraimidis, D., Angelopoulou, A., Kapetanios, E., Williams, D., Hemanth, J. and Towell, T. 2020. Assessing the Effectiveness of Automated Emotion Recognition in Adults and Children for Clinical Investigation. Frontiers in Human Neuroscience. 14 70. https://doi.org/10.3389/fnhum.2020.00070

Feature Extraction Techniques for Human Emotion Identification from Face Images
M. Kalpana Chowdary, D.Jude Hemanth, Angelopoulou, A. and Kapetanios, E. 2019. Feature Extraction Techniques for Human Emotion Identification from Face Images. The 9th International Conference on Imaging for Crime Detection and Prevention. 16 - 18 Dec 2019 Institution of Engineering and Technology (IET). https://doi.org/10.1049/cp.2019.1173

Iris Image Recognition using Optimized Kohonen Self Organizing Neural Network
Jenkin Winston, J., Jude Hemanth, D., Angelopoulou, A. and Kapetanios, E. 2019. Iris Image Recognition using Optimized Kohonen Self Organizing Neural Network. The 9th International Conference on Imaging for Crime Detection and Prevention. 16 - 18 Dec 2019 Institution of Engineering and Technology (IET). https://doi.org/10.1049/cp.2019.1171

A cross-lingual knowledge base
Kapetanios, E. Forthcoming. A cross-lingual knowledge base.

Developing Prognostic Models Using Duality Principles for DC-to-DC Converters
Samie, M., Motlagh, A.M.S., Alghassi, A., Perinpanayagam, S. and Kapetanios, E. 2015. Developing Prognostic Models Using Duality Principles for DC-to-DC Converters. IEEE Transactions on Power Electronics. 30 (5), pp. 2872 - 2884. https://doi.org/10.1109/TPEL.2014.2376413

Reliability enhanced EV using pattern recognition techniques
Samie, M., Motlagh, A.M.S., Alghassi, A., Perinpanayagam, S. and Kapetanios, E. 2014. Reliability enhanced EV using pattern recognition techniques. Electric Vehicle Conference (IEVC), 2014 IEEE International . Florence 17 Dec 2014 IEEE . https://doi.org/10.1109/IEVC.2014.7056199

Principle of Duality on Prognostics
Samie, M., Amir, M., Motlagh, A.M.S., Alghassi, A., Perinpanayagam, S. and Kapetanios, E. 2014. Principle of Duality on Prognostics. International Journal of Advanced Computer Science and Applications(IJACSA). 5 (6), pp. 43-52. https://doi.org/10.14569/IJACSA.2014.050609

HREBS and cohesion chains as similar tools for semantic text properties research
Tatar, D., Lupea, M. and Kapetanios, E. 2013. HREBS and cohesion chains as similar tools for semantic text properties research. KEPT 2013: Knowledge Engineering: Principles and Techniques Conference. Babes-Bolyai University, Cluj-Napocca, Romania July 5-7, 2013

Entangled semantics
Tanase, D. and Kapetanios, E. 2013. Entangled semantics. Métais, E., Meziane, F., Saraee, M., Sugumaran, V. and Vadera, S. (ed.) NLDB 2013: 18th International Conference on Application of Natural Language to Information Systems. University of Salford, Manchester, UK 19-21 June 2013 Springer. https://doi.org/10.1007/978-3-642-38824-8_36

Natural language processing: semantic aspects
Kapetanios, E., Tatar, D. and Sacarea, C. 2013. Natural language processing: semantic aspects. London CRC Press, Taylor & Francis.

Are SKOS concept schemas ready for multilingual applications?
Tanase, D. and Kapetanios, E. 2012. Are SKOS concept schemas ready for multilingual applications? in: Sack, H. and Pellegrini, T. (ed.) I-SEMANTICS 2012 - proceedings of the 8th International Conference on Semantic Systems, Graz, Austria — September 05 - 07, 2012 New York ACM. pp. 149-156

Ontology-based operational risk management
Lykourentzou, I., Papadaki, K., Kalliakmanis, A., Djaghloul, Y., Latour, T., Charalambis, I. and Kapetanios, E. 2011. Ontology-based operational risk management. in: 2011 IEEE 13th conference on commerce and enterprise computing (CEC) Luxembourg IEEE . pp. 153-160

Collective intelligence systems: classification and modeling
Lykourentzou, I., Vergados, D., Kapetanios, E. and Loumos, V. 2011. Collective intelligence systems: classification and modeling. Journal of Emerging Technologies in Web Intelligence (JETWI). 3 (3), pp. 217-226. https://doi.org/10.4304/jetwi.3.3.217-226

Collectively intelligent information and knowledge management
Kapetanios, E., Chbeir, R. and Andres, F. 2010. Collectively intelligent information and knowledge management. International Journal of Organizational and Collective Intelligence. 1 (4).

Exploring the relationship between UML design metrics for Web applications and maintainability
Ghosheh, E., Black, S.E., Kapetanios, E. and Baldwin, M. 2010. Exploring the relationship between UML design metrics for Web applications and maintainability. Journal of Object Technology. 9 (3), pp. 125-144. https://doi.org/10.5381/jot.2010.9.3.a5

Text segments as constrained formal concepts
Tatar, D., Kapetanios, E., Sacarea, C. and Tanase, D. 2010. Text segments as constrained formal concepts. in: Ida, T., Negru, V., Jebelean, T., Petcu, D., Watt, S. and Zaharie, D. (ed.) 12th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Timisoara, Romania, 23-26 September 2010 IEEE . pp. 223-228

Weighting common syntactic structures for natural language based information retrieval
Liu, C., Wang, H., McClean, S.I. and Kapetanios, E. 2010. Weighting common syntactic structures for natural language based information retrieval. CIKM 2010: 19th ACM International Conference on Information and Knowledge Management. Toronto, Canada 26 - 30 Oct 2010

On the notion of collective intelligence: opportunity or challenge?
Kapetanios, E. 2010. On the notion of collective intelligence: opportunity or challenge? International Journal of Organizational and Collective Intelligence. 1 (1), pp. 1-14.

Guest editorial: Special issue on collective intelligence
Kapetanios, E. and Koutrika, G. 2010. Guest editorial: Special issue on collective intelligence. Information Sciences. 180 (1), pp. 1-3. https://doi.org/10.1016/j.ins.2009.10.009

Guest editorial: Special Issue – 13th International Conference on Natural Language and Information Systems (NLDB 2008)
Kapetanios, E., Sugumaran, V. and Spiliopoulou, M. 2010. Guest editorial: Special Issue – 13th International Conference on Natural Language and Information Systems (NLDB 2008). Data & Knowledge Engineering. 69 (3), pp. 249-250. https://doi.org/10.1016/j.datak.2009.10.005

At the cross-road of the social Web and cross-lingual information retrieval
Tanase, D. and Kapetanios, E. 2009. At the cross-road of the social Web and cross-lingual information retrieval. in: Murugesan, S. (ed.) Handbook of research on Web 2.0, 3.0, and X.0: technologies, business, and social applications USA Information Science Reference.

Natural language and information systems: 13th international conference on applications of natural language to information systems, NLDB 2008, London, UK, June 24-27, 2008 proceedings
Kapetanios, E., Sugumaran, V. and Spiliopoulou, M. 2009. Natural language and information systems: 13th international conference on applications of natural language to information systems, NLDB 2008, London, UK, June 24-27, 2008 proceedings. Springer.

Quo Vadis computer science: from Turing to personal computer, personal content and collective intelligence
Kapetanios, E. 2008. Quo Vadis computer science: from Turing to personal computer, personal content and collective intelligence. Data & Knowledge Engineering. 67 (2), pp. 286-292. https://doi.org/10.1016/j.datak.2008.05.003

A parametric linguistics based approach for cross-lingual web querying
Kapetanios, E., Sugumaran, V. and Tanase, D. 2008. A parametric linguistics based approach for cross-lingual web querying. Data & Knowledge Engineering. 66 (1), pp. 35-52. https://doi.org/10.1016/j.datak.2007.07.008

Evaluating the impact of personal dictionaries for cross-language information retrieval of socially annotated images
Tanase, D. and Kapetanios, E. 2008. Evaluating the impact of personal dictionaries for cross-language information retrieval of socially annotated images. iCLEF Workshop. Aarhus, Denmark 16 Sep 2008

An algebra and conceptual model for semantic tagging of collaborative digital libraries
Kapetanios, E. and Schall, M. 2007. An algebra and conceptual model for semantic tagging of collaborative digital libraries. Second Workshop on Foundations of Digital Libraries in conjunction with 11th European Conference on Research and Advanced Technologies on Digital Libraries (ECDL 2007). Budapest, Hungary 20 Sep 2007

Cross-lingual information retrieval and delivery using community mobile networks
Schriram, R., Sugumaran, V. and Kapetanios, E. 2006. Cross-lingual information retrieval and delivery using community mobile networks. in: 1st International Conference on Digital Information Management Los Alamitos, USA IEEE . pp. 320-325

Multi-lingual Web querying: a parametric linguistics based approach
Kapetanios, E., Sugumaran, V. and Tanase, D. 2006. Multi-lingual Web querying: a parametric linguistics based approach. in: Kop, C., Fliedl, G., Mayr, H.C. and Metais, E. (ed.) Natural Language Processing and Information Systems: 11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006, Klagenfurt, Austria, May 31 - June 2, 2006. Proceedings Berlin, Germany Springer.

Simplifying syntactic and semantic parsing of NL-based queries in advanced application domains
Kapetanios, E., Baer, D. and Groenewoud, P. 2005. Simplifying syntactic and semantic parsing of NL-based queries in advanced application domains. Data & Knowledge Engineering. 55 (1), pp. 38-58. https://doi.org/10.1016/j.datak.2004.11.008

Multi-lingual database querying and the atoms of language
Kapetanios, E. and Chountas, P. 2005. Multi-lingual database querying and the atoms of language. in: Montoyo, A., Munoz, R. and Metais, E. (ed.) Natural Language Processing and Information Systems: 10th International Conference on Applications of Natural Language to Information Systems, NLDB 2005, Alicante, Spain, June 15-17, 2005. Proceedings Berlin, Germany Springer.

MDDQL: an ontology driven, multi-lingual query language and system for an integrated view of heterogeneous data sources
Kapetanios, E. and Chountas, P. 2005. MDDQL: an ontology driven, multi-lingual query language and system for an integrated view of heterogeneous data sources. Semantic Technology Conference 2005. California, USA 07-10 Mar 2005

On the relativity of ontological domains and their specifications
Kapetanios, E. 2005. On the relativity of ontological domains and their specifications. in: Khosrow-Pour, M. (ed.) Encyclopedia of information science and technology Hershey, USA Idea Group Reference.

MDDQL-Stat: data querying and analysis through integration of intentional and extensional semantics
Kapetanios, E., Baer, D., Glaus, B. and Groenewoud, P. 2004. MDDQL-Stat: data querying and analysis through integration of intentional and extensional semantics. in: 16th International Conference on Scientific and Statistical Database Management (SSDBM'04) USA IEEE . pp. 353-356

Assessment of indications in interventional cardiology: appropriateness and necessity of coronary angiography and revascularization
Schilling, J., Gerstl, P., Kapetanios, E., Lee, C.Y. and Bertel, O. 2003. Assessment of indications in interventional cardiology: appropriateness and necessity of coronary angiography and revascularization. American Journal of Medical Quality. 18 (4), pp. 155-163. https://doi.org/10.1177/106286060301800405

Simplifying syntactic and semantic parsing of NL-based queries in advanced application domains
Kapetanios, E., Baer, D. and Groenewoud, P. 2003. Simplifying syntactic and semantic parsing of NL-based queries in advanced application domains. in: Dusterhoft, A. and Thalheim, B. (ed.) Natural Language Processing and Information Systems, 8th International Conference on Applications of Natural Language to Information Systems, June 2003, Burg (Spreewald), Germany Springer. pp. 127-140

Query construction through meaningful suggestions of terms
Kapetanios, E. and Groenewoud, P. 2002. Query construction through meaningful suggestions of terms. in: Andreasen, T. (ed.) FQAS '02: Proceedings of the 5th International Conference on Flexible Query Answering Systems Berlin, Germany Springer.

The design and implementation of a meaning driven data query language
Kapetanios, E., Baer, D., Groenewoud, P. and Mueller, P. 2002. The design and implementation of a meaning driven data query language. in: Proceedings of the 14th International Conference on Scientific and Statistical Database Management, July 24-26, 2002, Edinburgh, Scotland, UK. USA IEEE . pp. 20-23

A semantically advanced querying methodology for medical knowledge and decision support
Kapetanios, E. 2002. A semantically advanced querying methodology for medical knowledge and decision support. in: Grutter, R. (ed.) Knowledge media in healthcare: opportunities and challenges Hershey, USA Idea Group Publishing. pp. 96-130

A meaning driven querying methodology: end user oriented querying
Kapetanios, E. 2001. A meaning driven querying methodology: end user oriented querying. PhD thesis Swiss Federal Institute of Technology (ETH), Zurich Department of Computer Science

A semantics based interactive query formulation technique
Baer, D., Groenewoud, P., Kapetanios, E. and Keuser, S. 2001. A semantics based interactive query formulation technique. in: Proceedings of the Second International Workshop on User Interfaces to Data Intensive Systems (UIDIS'01) USA IEEE . pp. 43-49

Appropriateness and necessity research on the internet: using a "second opinion system"
Schilling, J., Faisst, K., Kapetanios, E., Wyss, P., Norrie, M.C. and Gutzwiller, F. 2000. Appropriateness and necessity research on the internet: using a "second opinion system". Methods of Information in Medicine. 39 (3), pp. 233-237.

MDDQL: a visual query language for metadata driven querying
Kapetanios, E., Norrie, M.C. and Fuhrer-Stakic, D. 2000. MDDQL: a visual query language for metadata driven querying. in: Arisawa, H. and Catarci, T. (ed.) Advances in Visual Information Management: proceedings of the Fifth Working Conference on Visual Database Systems (VDB5), Fukuoka, Japan, May 10-12, 2000 London, UK Kluwer Academic Publishers.

An information states blackboard as an intelligent querying interface for snow and avalanche data
Kapetanios, E., Norrie, M.C. and Frei, A. 1999. An information states blackboard as an intelligent querying interface for snow and avalanche data. in: Paton, N.W. and Griffiths, T. (ed.) User Interfaces to Data Intensive Systems: proceedings USA IEEE . pp. 32-41

Context based querying of scientific data: changing querying paradigms?
Kapetanios, E., Norrie, M.C. and Brabec, B. 1999. Context based querying of scientific data: changing querying paradigms? in: Miller, C. and Musick, R. (ed.) Third IEEE Metadata Conference Proceedings, 06-07 April 1999, Bethesda, MD IEEE .