Electronic nose: clinical diagnosis based on soft computing methodologies

Kodogiannis, V., Chountas, P., Pavlou, A.K., Petrounias, I., Chowdrey, H.S. and Temponi, C. 2002. Electronic nose: clinical diagnosis based on soft computing methodologies. in: Proceedings of the IEEE International Symposium Intelligent Systems: Methodology, Models, Applications in Emerging Technologies IS2002, 10-12 Sept.2002, Varna, Bulgaria USA IEEE .

Chapter titleElectronic nose: clinical diagnosis based on soft computing methodologies
AuthorsKodogiannis, V., Chountas, P., Pavlou, A.K., Petrounias, I., Chowdrey, H.S. and Temponi, C.
Abstract

Recently, the use of smell in clinical diagnosis has been rediscovered due to major advances in odour sensing technology and artificial intelligence. It was well known in the past that a number of infectious or metabolic diseases could liberate specific odours characteristic of the disease stage and among others, urine volatile compounds have been identified as possible diagnostic markers. A newly developed electronic nose based on chemoresistive sensors has been employed to identify in vitro 13 bacterial clinical isolates, collected from patients diagnosed with urinary tract infections, gastrointestinal and respiratory infections, and in vivo urine samples from patients with suspected uncomplicated UTI who were scheduled for microbiological analysis in a UK health laboratory environment. An intelligent model consisting of an odour generation mechanism, and a classifier system based a neural networks, genetic algorithms, and multivariate techniques such as principle components analysis and discriminant function analysis-cross validation. The experimental results confirm the validility of the presented methods.

KeywordsNeural networks, genetic algorithms, electronic noses, microbial analysis
Book titleProceedings of the IEEE International Symposium Intelligent Systems: Methodology, Models, Applications in Emerging Technologies IS2002, 10-12 Sept.2002, Varna, Bulgaria
Year2002
PublisherIEEE
Publication dates
Published2002
Place of publicationUSA
ISBN0780371348
Digital Object Identifier (DOI)https://doi.org/10.1109/IS.2002.1044264
File
Journal citation1, pp. 254-259

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Lygouras, J.N., Pachidis, T., Tarchanidis, K.N. and Kodogiannis, V. 2008. Adaptive high-performance velocity evaluation based on a high resolution time-to-digital converter. IEEE Transactions on Instrumentation and Measurement. 57 (9), pp. 2035-2043. https://doi.org/10.1109/TIM.2008.919039

Variable structure TITO fuzzy-logic controller implementation for a solar air-conditioning system
Lygouras, J.N., Kodogiannis, V., Pachidis, T., Tarchanidis, K.N. and Koukourlis, C.S. 2008. Variable structure TITO fuzzy-logic controller implementation for a solar air-conditioning system. Applied Energy. 85 (4), pp. 190-203. https://doi.org/10.1016/j.apenergy.2007.07.001

Cardiac release of urocortin precedes the occurrence of irreversible myocardial damage in the rat heart exposed to ischemia/reperfusion injury
Knight, R.A., Chen-Scarabelli, C., Yuan, Z., McCauley, R.B., Di Rezzec, J., Scarabelli, G.M., Townsend, P.A., Latchman, D., Saravolatz, L., Faggian, G., Mazzucco, A., Chowdrey, H.S., Stephanou, A. and Scarabelli, T.M. 2008. Cardiac release of urocortin precedes the occurrence of irreversible myocardial damage in the rat heart exposed to ischemia/reperfusion injury. F E B S Letters. 582 (6), pp. 984-990. https://doi.org/10.1016/j.febslet.2008.02.035

A decision support system for measuring and modelling the multi-phase nature of patient flow in hospitals
Vasilakis, C., El-Darzi, E. and Chountas, P. 2008. A decision support system for measuring and modelling the multi-phase nature of patient flow in hospitals. in: Chountas, P., Petrounias, I. and Kacprzyk, J. (ed.) Intelligent techniques and tools for novel system architectures Berlin Heidelberg Springer.

The notion of H-IFS in data modelling
Rogova, E., Chountas, P. and Atanassov, K.T. 2008. The notion of H-IFS in data modelling. in: IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2008) (IEEE World Congress on Computational Intelligence) IEEE . pp. 1399-1405

Efficient periodicity mining of sequential patterns in a post-mining environment
Petrounias, I., Anwar, F., Kodogiannis, V., Tasseva, V. and Peneva, D. 2008. Efficient periodicity mining of sequential patterns in a post-mining environment. in: Proceedings of the 4th International IEEE Conference on Intelligent Systems IS'08. Varna, Bulgaria, September, 6-8 2008 Los Alamitos, USA IEEE .

Accumulation, storage and obtainment of generalized net tokens characteristics history
Peneva, D., Tasseva, V., Popov, E., Petrounias, I., Kodogiannis, V., Anwar, F. and Shannon, A. 2008. Accumulation, storage and obtainment of generalized net tokens characteristics history. in: Proceedings of the 4th International IEEE Conference on Intelligent Systems IS'08. Varna, Bulgaria, September, 6-8 2008 Los Alamitos, USA IEEE .

Terrain-based navigation for underwater vehicles using an ultrasonic scanning system
Lygouras, J.N., Kodogiannis, V., Pachidis, T. and Liatsis, P. 2008. Terrain-based navigation for underwater vehicles using an ultrasonic scanning system. Advanced Robotics. 22 (11), pp. 1181-1205. https://doi.org/10.1163/156855308X338429

Navigation and control schemes for autonomous underwater vehicles: recent advances and new challenges
Lygouras, J.N. and Kodogiannis, V. 2008. Navigation and control schemes for autonomous underwater vehicles: recent advances and new challenges. in: Yang, W. (ed.) Autonomous robots research advances Nova Science Publishers. pp. 35-67

Representation of value imperfection with the aid of background knowledge: H-IFS
Kolev, B., Chountas, P., Rogova, E. and Atanassov, K.T. 2008. Representation of value imperfection with the aid of background knowledge: H-IFS. in: Chountas, P., Petrounias, I. and Kacprzyk, J. (ed.) Intelligent techniques and tools for novel system architectures Springer.

Intelligent classification using adaptive fuzzy logic systems
Kodogiannis, V., Petrounias, I. and Lygouras, J.N. 2008. Intelligent classification using adaptive fuzzy logic systems. in: Proceedings of the 4th International IEEE Conference on Intelligent Systems IS'08. Varna, Bulgaria, September, 6-8 2008 Los Alamitos, USA IEEE . pp. 9-13

An intelligent decision support system in wireless-capsule endoscopy
Kodogiannis, V., Lygouras, J.N. and Pachidis, T. 2008. An intelligent decision support system in wireless-capsule endoscopy. in: Chountas, P., Petrounias, I. and Kacprzyk, J. (ed.) Intelligent techniques and tools for novel system architectures Springer. pp. 259-275

Neuro-fuzzy classification system for wireless-capsule endoscopic images
Kodogiannis, V. and Lygouras, J.N. 2008. Neuro-fuzzy classification system for wireless-capsule endoscopic images. International Journal of Electrical, Computer, and Systems Engineering. 2 (1), pp. 55-63.

A rule based approach to classification of EEG datasets: a comparison between ANFIS and rough sets
Jahankhani, P., Revett, K. and Kodogiannis, V. 2008. A rule based approach to classification of EEG datasets: a comparison between ANFIS and rough sets. in: Reljin, B. and Stankovic, S. (ed.) Proceedings of the Ninth Symposium on Neural Network Applications in Electrical Engineering: NEUREL 2008, September 27-28, 2008, Faculty of Electrical Engineering, University of Belgrade Los Alamitos, USA IEEE . pp. 157-160

Classification using adaptive fuzzy inference neural networks
Jahankhani, P., Kodogiannis, V., Revett, K. and Lygouras, J.N. 2008. Classification using adaptive fuzzy inference neural networks. in: Proceedings of the Twelfth IASTED International Conference on Artificial Intelligence and Soft Computing, September 1-3 2008, Palma de Mallorca, Spain Acta Press. pp. 1-6

Intelligent decision support system for classification of EEG signals using wavelet coefficients
Jahankhani, P. and Kodogiannis, V. 2008. Intelligent decision support system for classification of EEG signals using wavelet coefficients. in: Giannopoulou, E.G. (ed.) Data mining in medical and biological research I-Tech Education and Publishing. pp. 19-38

The notion of H-IFS -an approach for enhancing query capabilities in Oracle10g
Chountas, P., Rogova, E., Mohammed, S. and Atanassov, K.T. 2008. The notion of H-IFS -an approach for enhancing query capabilities in Oracle10g. in: Proceedings of the 4th International IEEE Conference on Intelligent Systems IS'08. Varna, Bulgaria, September, 6-8 2008 Los Alamitos, USA IEEE . pp. 569-574

Data mining techniques for HIV/AIDS data management in Thailand
Vararuk, A., Petrounias, I. and Kodogiannis, V. 2008. Data mining techniques for HIV/AIDS data management in Thailand. Journal of Enterprise Information Management. 21 (1), pp. 52-70. https://doi.org/10.1108/17410390810842255

Applying data mining algorithms to inpatient dataset with missing values
Liu, P., El-Darzi, E., Lei, L., Vasilakis, C., Chountas, P. and Huang, W. 2008. Applying data mining algorithms to inpatient dataset with missing values. Journal of Enterprise Information Management. 21 (1), pp. 81-92. https://doi.org/10.1108/17410390810842273

Artificial Odor Discrimination System using electronic nose and neural networks for the identification of urinary tract infection
Kodogiannis, V., Lygouras, J.N., Tarczynski, A. and Chowdrey, H.S. 2008. Artificial Odor Discrimination System using electronic nose and neural networks for the identification of urinary tract infection. IEEE Transactions on Information Technology in Biomedicine. 12 (6), pp. 707-713. https://doi.org/10.1109/TITB.2008.917928

Fuzzy logic controller implementation for a solar air-conditioning system
Lygouras, J.N., Botsaris, P.N., Vourvoulakis, J. and Kodogiannis, V. 2007. Fuzzy logic controller implementation for a solar air-conditioning system. Applied Energy. 84 (12), pp. 1305-1318. https://doi.org/10.1016/j.apenergy.2006.10.002

Modelling fungal growth using radial basis function neural networks: the case of the ascomycetous fungal Monascus ruber van Tiegham
Panagou, E.Z., Kodogiannis, V. and Nychas, G.J.E. 2007. Modelling fungal growth using radial basis function neural networks: the case of the ascomycetous fungal Monascus ruber van Tiegham. International Journal of Food Microbiology. 117 (3), pp. 276-286. https://doi.org/10.1016/j.ijfoodmicro.2007.03.010

The usage of soft-computing methodologies in interpreting capsule endoscopy
Kodogiannis, V., Boulougoura, M. and Wadge, E. 2007. The usage of soft-computing methodologies in interpreting capsule endoscopy. Engineering Applications of Artificial Intelligence. 20 (4), pp. 539-553. https://doi.org/10.1016/j.engappai.2006.09.006

Decision Support Systems in Wireless-Capsule Endoscopy: Revisited
Kodogiannis, V. 2007. Decision Support Systems in Wireless-Capsule Endoscopy: Revisited. International Journal of Intelligent Decision Technologies. 1 (1,2), pp. 17-32.

Generalized Net Model for Outpatient Care in Bulgaria
Tasseva, V., Peneva, D., Atanassov, K.T., El-Darzi, E., Chountas, P. and Vasilakis, C. 2007. Generalized Net Model for Outpatient Care in Bulgaria. in: Proc of Twentieth IEEE International Symposium on Computer-Based Medical Systems, 2007. CBMS '07. IEEE . pp. 701

Flexible hierarchies and fuzzy knowledge-based OLAP
Rogova, E., Chountas, P. and Atanassov, K.T. 2007. Flexible hierarchies and fuzzy knowledge-based OLAP. in: Proc. of Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. IEEE . pp. 7-11

On imprecision intuitionistic fuzzy sets & OLAP - the case for KNOLAP
Rogova, E. and Chountas, P. 2007. On imprecision intuitionistic fuzzy sets & OLAP - the case for KNOLAP. in: Castillo, O., Patricia Melin, B., Pedryczev, W. and Kacprzyk, J. (ed.) Theoretical Advances and Applications of Fuzzy Logic and Soft Computing Berlin and Heidelberg GmbH & Co. KG Springer. pp. 11-22

An adaptive neurofuzzy approach for the diagnosis in wireless capsule endoscopy imaging
Kodogiannis, V. and Boulougoura, M. 2007. An adaptive neurofuzzy approach for the diagnosis in wireless capsule endoscopy imaging. International Journal of Information Technology. 13 (1), pp. 46-56.

Data mining an EEG dataset with an emphasis on dimensionality reduction
Jahankhani, P., Revett, K. and Kodogiannis, V. 2007. Data mining an EEG dataset with an emphasis on dimensionality reduction. in: IEEE Symposium on Computational Intelligence and Data Mining (CIDM), 01-05 Apr 2007, Honolulu, Hawaii, USA Los Alamitos, USA IEEE . pp. 405-412

A neuro-fuzzy-based system for detecting abnormal patterns in wireless-capsule endoscopic images
Kodogiannis, V., Boulougoura, M., Lygouras, J.N. and Petrounias, I. 2007. A neuro-fuzzy-based system for detecting abnormal patterns in wireless-capsule endoscopic images. Neurocomputing. 70 (4-6), pp. 704-717. https://doi.org/10.1016/j.neucom.2006.10.024

Interactions between cell surface protein disulphide isomerase and S-nitrosoglutathione during nitric oxide delivery
Shah, C.M., Bell, S.E., Locke, I.C., Chowdrey, H.S. and Gordge, M.P. 2007. Interactions between cell surface protein disulphide isomerase and S-nitrosoglutathione during nitric oxide delivery. Nitric Oxide. 16 (1), pp. 135-142. https://doi.org/10.1016/j.niox.2006.08.001

The corticotrophin-releasing factor-like peptide urocortin reverses key deficits in two rodent models of Parkinson's disease
Abuirmeileh, A., Lever, R., Kingsbury, A.E., Lees, A.J., Locke, I.C., Knight, R.A., Chowdrey, H.S., Biggs, C.S. and Whitton, P.S. 2007. The corticotrophin-releasing factor-like peptide urocortin reverses key deficits in two rodent models of Parkinson's disease. European Journal of Neuroscience. 26 (2), pp. 417-423. https://doi.org/10.1111/j.1460-9568.2007.05653.x

Neuro-control of unmanned underwater vehicles
Kodogiannis, V. 2006. Neuro-control of unmanned underwater vehicles. International Journal of Systems Science. 37 (3), pp. 149-162. https://doi.org/10.1080/00207720600566495

An OLAP-enabled software environment for modelling patient flow
Vasilakis, C., El-Darzi, E. and Chountas, P. 2006. An OLAP-enabled software environment for modelling patient flow. in: Proceedings of the 3rd International IEEE Conference on Intelligent Systems Los Alamitos, USA IEEE . pp. 261-266

Attribute selection for EEG signal classification using rough sets and neural networks
Revett, K., Szczuka, M., Jahankhani, P. and Kodogiannis, V. 2006. Attribute selection for EEG signal classification using rough sets and neural networks. in: Greco, S., Hata, Y., Hirano, S., Inuiguchi, M., Miyamoto, S., Nguyen, H.S. and Slowinski, R. (ed.) Rough sets and current trends in computing: 5th international conference, RSCTC 2006, Kobe, Japan, November 6-8, 2006: proceedings Berlin, Germany Springer.

EEG signal classification using wavelet feature extraction and neural networks
Jahankhani, P., Kodogiannis, V. and Revett, K. 2006. EEG signal classification using wavelet feature extraction and neural networks. in: JVA '06. IEEE John Vincent Atanasoff 2006 International Symposium on Modern Computing, 2006. Los Alamitos, USA IEEE . pp. 120-124

Agent-based models for community care systems analysis and design
Huang, W., El-Darzi, E., Chountas, P. and Liu, P. 2006. Agent-based models for community care systems analysis and design. in: Proceedings of the 3rd IEEE International Conference on Intelligent Systems (IS-2006) Los Alamitos, USA IEEE . pp. 278-283

Generalized net model of an expert system with temporal components
Atanassov, K.T., Chountas, P., Kolev, B. and Sotirova, E. 2006. Generalized net model of an expert system with temporal components. Advanced Studies in Contemporary Mathematics. 12 (2), pp. 255-289.

Computer-assisted diagnosis of wireless-capsule endoscopic images using neural network based techniques
Wadge, E., Boulougoura, M. and Kodogiannis, V. 2005. Computer-assisted diagnosis of wireless-capsule endoscopic images using neural network based techniques. in: 2005 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, 2005. CIMSA USA IEEE . pp. 328-333

Generalized net model with intuitionistic fuzzy estimations of the process of obtaining of scientific titles and degrees
Shannon, A., Riecan, B., Langova-Orozova, D., El-Darzi, E., Kerre, E., Sotirova, E., Gorunescu, F., Petrounias, I., Trelewicz, J., Atanassov, K.T., Krawczak, M., Chountas, P., Melo-Pinto, P., Georgiev, P., Kim, T. and Tasseva, V. 2005. Generalized net model with intuitionistic fuzzy estimations of the process of obtaining of scientific titles and degrees. Notes on Intuitionistic Fuzzy Sets. 11, pp. 95-114.

Interactions between cell surface protein disulphide isomerase and S-nitrosoglutathione during nitric oxide delivery into MEG-01 megakaryocytes
Shah, C.M., Walters, S.E., Locke, I.C., Chowdrey, H.S. and Gordge, M.P. 2005. Interactions between cell surface protein disulphide isomerase and S-nitrosoglutathione during nitric oxide delivery into MEG-01 megakaryocytes. Ireland-UK Platelet Conference 2005. Dublin, Ireland 04-06 Sep 2005

User controlled filtering in WEB usage mining
Petrounias, I., Tseng, A. and Kodogiannis, V. 2005. User controlled filtering in WEB usage mining. Journal of Computational Methods in Sciences and Engineering. 5 (3), pp. 165-177.

Intuitionistic fuzzy generalised nets in modelling web usage patterns indentification
Petrounias, I., Tseng, A., Chountas, P., El-Darzi, E. and Kodogiannis, V. 2005. Intuitionistic fuzzy generalised nets in modelling web usage patterns indentification. Notes on Intuitionistic Fuzzy Sets. 11 (4), pp. 123-129.

A feature selection procedure and its application in health care
Liu, P., El-Darzi, E., Vasilakis, C., Chountas, P., Huang, W. and Zhu, J. 2005. A feature selection procedure and its application in health care. Craiova Medical Journal.

An analysis of missing data treatment methods and their application to health care dataset
Liu, P., El-Darzi, E., Lei, L., Vasilakis, C., Chountas, P. and Huang, W. 2005. An analysis of missing data treatment methods and their application to health care dataset. in: Li, X., Wang, S. and Dong, Z.Y. (ed.) Advanced Data Mining and Applications: First International Conference, ADMA 2005, Wuhan, China, July 22-24, 2005: proceedings Berlin, Germany Springer.

An application of intuitionistic fuzzy relational databases in football match result predictions
Kolev, B., Chountas, P., Petrounias, I. and Kodogiannis, V. 2005. An application of intuitionistic fuzzy relational databases in football match result predictions. in: Reusch, B. (ed.) Computational intelligence, theory and applications: International Conference 8th Fuzzy Days in Dortmund, Germany, Sept. 29-Oct. 01, 2004, Proceedings Berlin, Germany Springer. pp. 281-289

Representing uncertainty and ignorance in probabilistic data using the intuitionistic fuzzy relational data model
Kolev, B., Chountas, P., Atanassov, K.T. and Petrounias, I. 2005. Representing uncertainty and ignorance in probabilistic data using the intuitionistic fuzzy relational data model. in: Atanassov, K.T., Kacprzyk, J., Krawczak, M. and Szmidt, E. (ed.) Issues in the representation and processing of uncertain and imprecise information Exit Academic Book Publishers. pp. 198-208

Identification of urinary tract infections using soft computing techniques
Kodogiannis, V., Wadge, E., Chountas, P. and Petrounias, I. 2005. Identification of urinary tract infections using soft computing techniques. Journal of Computational Methods in Sciences and Engineering. 5 (4), pp. 225-241.

Detecting abnormalities in capsule endoscopic images by textural description and neural networks
Kodogiannis, V., Wadge, E., Boulougoura, M. and Christou, K. 2005. Detecting abnormalities in capsule endoscopic images by textural description and neural networks. in: Bozanis, P. and Houstis, E.N. (ed.) Advances in Informatics: 10th Panhellenic Conference on Informatics, PCI 2005, Volas, Greece, November 11-13, 2005. Proceedings Berlin, Germany Springer.

The use of gas-sensor arrays to diagnose urinary tract infections
Kodogiannis, V. and Wadge, E. 2005. The use of gas-sensor arrays to diagnose urinary tract infections. International Journal of Neural Systems. 15 (5), pp. 363-376. https://doi.org/10.1142/S0129065705000347

Classification of capsule endoscopic images based on texture and neuro-fuzzy systems
Kodogiannis, V. and Wadge, E. 2005. Classification of capsule endoscopic images based on texture and neuro-fuzzy systems. in: Proccedings of EMBEC'05: 3rd European Medical & Biological Engineering Conference, IFMBE European Conference on Biomedical Engineering IFMBE.

A neurofuzzy methodology for the diagnosis of wireless-capsule endoscopic images
Kodogiannis, V. and Chowdrey, H.S. 2005. A neurofuzzy methodology for the diagnosis of wireless-capsule endoscopic images. in: Duch, W., Kacprzyk, J., Oja, E. and Zadrozny, S. (ed.) Artificial Neural Networks: Biological Inspirations ICANN 2005: 15th International Conference Warsaw, Poland, September 11-15, 2005 Proceedings, Part I Berlin, Germany Springer.

An intelligent system for diagnosis of capsule endoscopic images
Kodogiannis, V., Boulougoura, M. and Wadge, E. 2005. An intelligent system for diagnosis of capsule endoscopic images. in: Proceedings of the Second International Conference on Computational Intelligence in Medicine and Healthcare (CIMED 2005). 29th June - 1st July 2005, Lisbon, Portugal London, UK IEEE . pp. 340-347

Intelligent systems for the diagnosis of wireless-capsule endoscopic images
Kodogiannis, V., Boulougoura, M. and Wadge, E. 2005. Intelligent systems for the diagnosis of wireless-capsule endoscopic images. in: Proceedings of the 5th WSEAS International Conference on Simulation, Modelling and Optimization (SMO '05), Corfu Island, Greece, August 17-19, 2005 WSEAS.

Improved neural network-based interpretation of capsule endoscopic images
Kodogiannis, V., Boulougoura, M. and Wadge, E. 2005. Improved neural network-based interpretation of capsule endoscopic images. WSEAS Transactions on Systems. 4 (9), pp. 1499-1507.

Neural network-based approach for the classification of wireless-capsule endoscopic images
Kodogiannis, V. and Boulougoura, M. 2005. Neural network-based approach for the classification of wireless-capsule endoscopic images. in: 2005 IEEE International Joint Conference on Neural Networks (IJCNN) USA IEEE .

Intelligent gas-sensing systems for bacterial clinical isolates in vitro classification
Kodogiannis, V. 2005. Intelligent gas-sensing systems for bacterial clinical isolates in vitro classification. Neural, Parallel and Scientific Computations. 13 (2), pp. 147-160.

Intelligent classification of bacterial clinical isolates in vitro, using an array of gas sensors
Kodogiannis, V. 2005. Intelligent classification of bacterial clinical isolates in vitro, using an array of gas sensors. Journal of Intelligent and Fuzzy Systems. 16 (1), pp. 1-14.

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

An automated anomaly EEG detection algorithm using discrete wavelet transforms
Jahankhani, P., Revett, K., Spackman, L., Kodogiannis, V. and Boyd, S. 2005. An automated anomaly EEG detection algorithm using discrete wavelet transforms. in: Prasad, B. (ed.) Proceedings of the 2nd Indian International Conference on Artificial Intelligence, Pune, India, December 20-22, 2005 (IICAI 05) IICAI. pp. 2679-2685

Detecting clinically relevant EEG anomalies using discrete wavelet transforms
Jahankhani, P., Revett, K. and Kodogiannis, V. 2005. Detecting clinically relevant EEG anomalies using discrete wavelet transforms. in: Proceedings of the 5th WSEAS International Conference on Wavelet Analysis and Multirate Systems (WAMUS 2005). Sofia, Bulgaria, 27 - 29 Oct 2005 WSEAS.

Automatic detection Of EEG abnormalities using wavelet transformations
Jahankhani, P., Revett, K. and Kodogiannis, V. 2005. Automatic detection Of EEG abnormalities using wavelet transformations. WSEAS Transactions on Signal Processing. 1 (1), pp. 55-60.

Representation of factual and temporal unawareness in electronic patient records
Chountas, P., Petrounias, I., El-Darzi, E. and Kodogiannis, V. 2005. Representation of factual and temporal unawareness in electronic patient records. Journal of Computational Methods in Sciences and Engineering. 5 (4), pp. 243-261.

On probability, null values, intuitionistic fuzzy, and value imperfection
Chountas, P., Kodogiannis, V., Petrounias, I., Kolev, B. and Atanassov, K.T. 2005. On probability, null values, intuitionistic fuzzy, and value imperfection. in: Simos, T.E. and Maroulis, G. (ed.) International Conference of Computational Methods in Sciences and Engineering 2004 (ICCMSE 2004) Leiden, The Netherlands VSP.

Evidence for a neuroprotective role of the CRH-like peptide, urocortin, in the 6-hydroxydopamine treated rat
Biggs, C.S., Locke, I.C., Knight, R.A., Chowdrey, H.S. and Whitton, P.S. 2005. Evidence for a neuroprotective role of the CRH-like peptide, urocortin, in the 6-hydroxydopamine treated rat. 18th National Meeting of the British Neuroscience Association. Brighton, UK 03-06 Apr 2005

Urocortin attenuates key indicators of nigrostriatal pathway destruction in a rat hemiparkinsonian model
Biggs, C.S., Abuirmeileh, A., Locke, I.C., Knight, R.A., Chowdrey, H.S. and Whitton, P.S. 2005. Urocortin attenuates key indicators of nigrostriatal pathway destruction in a rat hemiparkinsonian model. Proceedings of the British Pharmacological Society. 3 (4).

Intracorporeal videoprobe (IVP)
Arena, A., Boulougoura, M., Chowdrey, H.S., Dario, P., Harendt, C., Irion, K.M., Kodogiannis, V., Lenaerts, B., Menciassi, A., Puers, R., Scherjon, C. and Turgis, D. 2005. Intracorporeal videoprobe (IVP). in: Bos, L., Laxminarayan, S. and Marsh, A.J. (ed.) Medical and Care Compunetics Amsterdam, Netherlands ; Oxford, UK IOS Press.

Extended normalised radial basis function for short term load forecasting
Wadge, E. and Kodogiannis, V. 2004. Extended normalised radial basis function for short term load forecasting. in: Hamza, M.H. (ed.) Proceedings of the Fourth IASTED International Conference on Modelling, Simulation and Optimization (MSO 2004) International Association of Science and Technology for Development. pp. 154-159

A data warehouse environment for storing and analyzing simulation output data
Vasilakis, C., El-Darzi, E. and Chountas, P. 2004. A data warehouse environment for storing and analyzing simulation output data. in: Ingalls, R.G., Rossetti, M.D., Smith, J.S. and Peters, B.A. (ed.) Proceedings of the 2004 Winter Simulation Conference USA IEEE .

Distimulus chromatic measurement systems
Tomtsis, D., Kodogiannis, V. and Chountas, P. 2004. Distimulus chromatic measurement systems. WSEAS Transactions on Circuits and Systems. 2 (3), pp. 211-214.

Cell surface thiol modification by GSNO: a mechanism of nitric oxide delivery?
Shah, C.M., Locke, I.C., Chowdrey, H.S. and Gordge, M.P. 2004. Cell surface thiol modification by GSNO: a mechanism of nitric oxide delivery? 5th UK Nitric Oxide Forum. Edinburgh, UK 12/2004

Protein disulphide isomerase is involved in the delivery of NO from S-nitrosoglutathione into megakaryocytes
Shah, C.M., Locke, I.C., Chowdrey, H.S. and Gordge, M.P. 2004. Protein disulphide isomerase is involved in the delivery of NO from S-nitrosoglutathione into megakaryocytes. 3rd International Conference on the Biology, Chemistry and Therapeutic Applications of Nitric Oxide: 4th Anuual Scientific Meeting of the Nitric Oxide Society of Japan. Nara, Japan 24-28 May 2004 https://doi.org/10.1016/j.niox.2004.07.004

Protein disulphide isomerase is involved in the delivery of NO from S-nitrosoglutathione into megakaryocytes
Shah, C.M., Locke, I.C., Chowdrey, H.S. and Gordge, M.P. 2004. Protein disulphide isomerase is involved in the delivery of NO from S-nitrosoglutathione into megakaryocytes. Japan-UK Platelet Conference. Oxford, UK September 2004

Establishment and analysis of 3-D collagen cultures of C-20/A4 chondrocytes
Petsa, A., Chowdrey, H.S., Knight, R.A., Afoke, A. and Locke, I.C. 2004. Establishment and analysis of 3-D collagen cultures of C-20/A4 chondrocytes. OARSI 2004 World Congress on Osteoarthritis. Chicago USA 12/2004 https://doi.org/10.1016/j.joca.2004.09.004

An intuitionistic fuzzy component based appoach for identifying web usage patterns
Petrounias, I., Tseng, A., Kolev, B., Chountas, P. and Kodogiannis, V. 2004. An intuitionistic fuzzy component based appoach for identifying web usage patterns. in: Yager, R.R. and Sgurev, V.S. (ed.) 2nd IEEE International Conference on Intelligent Systems, 22-24 Jun 2004, Varna, Bulgaria: proceedings USA IEEE .

Comparative analysis of data mining algorithms for predicting inpatient length of stay
Liu, P., El-Darzi, E., Vasilakis, C., Chountas, P., Huang, W. and Lei, L. 2004. Comparative analysis of data mining algorithms for predicting inpatient length of stay. Pacific Asia Conference on Information Systems 2004. Bangkok, Thailand 07-10 Jul 2005

Feature extraction techniques using adaptive wavelets for signal classification
Kodogiannis, V., Wadge, E., Boulougoura, M. and Christou, K. 2004. Feature extraction techniques using adaptive wavelets for signal classification. WSEAS Transactions on Circuits. 3 (1), pp. 149-154.

Intelligent control of unmanned underwater vehicles
Kodogiannis, V. and Petrounias, I. 2004. Intelligent control of unmanned underwater vehicles. WSEAS Transactions on Systems. 3 (4), pp. 1845-1853.

Multi network classification scheme for computer-aided diagnosis in clinical endoscopy
Kodogiannis, V. and Chowdrey, H.S. 2004. Multi network classification scheme for computer-aided diagnosis in clinical endoscopy. in: MEDSIP 2004: Advances in Medical Signal and Information Processing International Conference, 5-8 September 2004, Malta IEEE . pp. 262-267

Computer-aided diagnosis in clinical endoscopy using neuro-fuzzy systems
Kodogiannis, V. 2004. Computer-aided diagnosis in clinical endoscopy using neuro-fuzzy systems. in: Proceedings: 2004 IEEE International Conference on Fuzzy Systems. Budapest, Hungary, 25-29 July 2004 USA IEEE .

A CRH family peptide protects a human chondrocyte cell line against apoptosis
Intekhab-Alam, N.Y., Chowdrey, H.S., Knight, R.A., Locke, I.C. and Intekhab Alam, N.Y. 2004. A CRH family peptide protects a human chondrocyte cell line against apoptosis. OARSI 2004 World Congress on Osteoarthritis. Chicago USA 12/2004 https://doi.org/10.1016/j.joca.2004.09.004

On uncertainty and data-warehouse design
Chountas, P., Petrounias, I., Vasilakis, C., Tseng, A., El-Darzi, E., Atanassov, K.T. and Kodogiannis, V. 2004. On uncertainty and data-warehouse design. in: Yakhno, T. (ed.) Advances in Information Systems: Third International Conference, ADVIS 2004, Izmir, Turkey, October 20-22, 2004: proceedings Berlin, Germany Springer.

Temporality and intuitionistic fuzzy data warehouses
Chountas, P., Petrounias, I., Vasilakis, C., El-Darzi, E., Tseng, A., Kolev, B., Kodogiannis, V. and Georgiev, P. 2004. Temporality and intuitionistic fuzzy data warehouses. Notes in Intuitionistic Fuzzy Sets. 10 (4), pp. 47-55.

Temporality and intuitionistic fuzzy data warehouses
Chountas, P., Petrounias, I., Vasilakis, C. and El-Darzi, E. 2004. Temporality and intuitionistic fuzzy data warehouses. Notes on Intuitionistic Fuzzy Sets. 10 (4), pp. 47-55.

Representing and querying temporal workflow schemas
Chountas, P., Petrounias, I., Al-Roki, H. and Kodogiannis, V. 2004. Representing and querying temporal workflow schemas. in: Haav, H.M. (ed.) Fifth International Baltic Workshop on Databases and Information Systems: databases and information systems Institute of Cybernetics at Tallinn Technical University. pp. 155-166

Development of a clinical data warehouse
Chountas, P. and Kodogiannis, V. 2004. Development of a clinical data warehouse. in: Desai, B.C. (ed.) IDEAS Workshop on Medical Information Systems: the digital hospital USA IEEE . pp. 8-14

Intelligent systems for computer-assisted clinical endoscopic image analysis
Boulougoura, M., Wadge, E., Kodogiannis, V. and Chowdrey, H.S. 2004. Intelligent systems for computer-assisted clinical endoscopic image analysis. in: Tilg, B. (ed.) Proceedings of the second IASTED international conference on biomedical engineering Anaheim, California, USA Acta Press.

Rapid S-nitrosothiol metabolism by platelets and megakaryocytes
Shah, C.M., Locke, I.C., Chowdrey, H.S. and Gordge, M.P. 2003. Rapid S-nitrosothiol metabolism by platelets and megakaryocytes. Biochemical Society Transactions. 31 (6), pp. 1450-1452.

Neuro-fuzzy ellipsoid basis function classifier for diagnosis of urinary tract infections
Wadge, E., Kodogiannis, V. and Tomtsis, D. 2003. Neuro-fuzzy ellipsoid basis function classifier for diagnosis of urinary tract infections. in: ICCMSE '03: Proceedings of the International Conference on Computational Methods in Sciences and Engineering New Jersey, USA World Scientific Publishing. pp. 673-677

Sniffing out the truth: clinical diagnosis based on soft computing methodologies using gas centre arrays
Wadge, E. and Kodogiannis, V. 2003. Sniffing out the truth: clinical diagnosis based on soft computing methodologies using gas centre arrays. in: Jervis, B.W. (ed.) Proceedings of the 5th International Conference on Neural Networks and Expert Systems in Medicine and Healthcare and 1st International Conference on Computational Intelligence in Medicine and Healthcare : Sheffield Hallam University, Sheffield, UK, 21-23 Sheffield School of Engineering, Sheffield Hallam University. pp. 93-98

Data cube modelling and OLAP algebra for hospital length of stay analysis
Vasilakis, C., El-Darzi, E. and Chountas, P. 2003. Data cube modelling and OLAP algebra for hospital length of stay analysis. Craiova Medicala Journal: Proceedings of The 1st MEDINF International Conference on Medical Informatics & Engineering. 5 (3), pp. 509-512.

A complete framework for Web mining
Tseng, A., Petrounias, I. and Chountas, P. 2003. A complete framework for Web mining. in: IEEE International Conference on Systems, Man and Cybernetics, 2003 Los Alamitos, USA IEEE .

Optical pH measurement using chromatic modulation
Tomtsis, D., Kodogiannis, V. and Wadge, E. 2003. Optical pH measurement using chromatic modulation. in: Proceedings of the International Conference on Computational Methods in Sciences and Engineering New Jersey, USA World Scientific Publishing. pp. 634-638

Representation and modelling of electronic patient records
Sivagurunathan, K., Chountas, P. and El-Darzi, E. 2003. Representation and modelling of electronic patient records. in: Proceedings of the International Conference of Computational Methods in Sciences and Engineering 2003 (ICCMSE 2003): Kastoria, Greece, September 12-16 New Jersey, USA World Scientific Publishing. pp. 598-603

Role of protein disulphide isomerase in NO delivery from S-nitrosothiols into megakaryocytes
Shah, C.M., Locke, I.C., Chowdrey, H.S. and Gordge, M.P. 2003. Role of protein disulphide isomerase in NO delivery from S-nitrosothiols into megakaryocytes. 4th UK Nitric Oxide Forum. University of Nottingham, UK December 2003

The behaviour of C-20/A4 chondrocytes in 3-D collagen gel cultures
Petsa, A., Afoke, A., Chowdrey, H.S., Knight, R.A., Harris, A. and Locke, I.C. 2003. The behaviour of C-20/A4 chondrocytes in 3-D collagen gel cultures. OARSI 2003 World Congress on Osteoarthritis. Berlin, Germany October 2003 https://doi.org/10.1016/S1063-4584(03)00192-4

Constraint based web mining
Petrounias, I., Tseng, A. and Chountas, P. 2003. Constraint based web mining. in: Simos, T.E. (ed.) Proceedings of the International Conference of Computational Methods in Sciences and Engineering 2003 (ICCMSE 2003): Kastoria, Greece, September 12-16 New Jersey, USA World Scientific Publishing. pp. 504-511

Intuitionistic fuzzy relational databases
Kolev, B. and Chountas, P. 2003. Intuitionistic fuzzy relational databases. Notes on Intuitionistic Fuzzy Sets. 9 (4), pp. 109-113.

Evolutionary computing techniques for diagnosis of urinary tract infections in vivo, using gas sensors
Kodogiannis, V., Pavlou, A.K., Chountas, P. and Turner, A.P.F. 2003. Evolutionary computing techniques for diagnosis of urinary tract infections in vivo, using gas sensors. in: Rutkowski, L. (ed.) Neural networks and soft computing: proceedings of the Sixth International Conference on Neural Networks and Soft Computing, Zakopane, Poland, June 11-15 Physica-Verlag.

Generalized net representing of fuzzy-timing high-level petri nets
Gochev, V. and Kodogiannis, V. 2003. Generalized net representing of fuzzy-timing high-level petri nets. in: Jardim-Goncalves, R., Cha, J. and Steiger-Garcao, A. (ed.) Concurrent engineering-the vision for the future generation in research and applications: proceedings of the 10th ISPE International Conference on Concurrent Engineering, Research and Applications, 26-30 July 2003, Madeira, Portugal Lisse, The Netherlands A.A. Balkema. pp. 1087-1090

A Generalized net, representing the functioning and the results of the work of Fuzzy Petri Nets
Gochev, V., Atanassov, K.T. and Chountas, P. 2003. A Generalized net, representing the functioning and the results of the work of Fuzzy Petri Nets. in: Jardim-Goncalves, R., Cha, J. and Steiger-Garcao, A. (ed.) Concurrent engineering--the vision for the future generation in research and applications: proceedings of the 10th ISPE International Conference on Concurrent Engineering, Research and Applications, 26-30 July 2003 Lisse, Netherlands A.A. Balkema. pp. 1009-1012

Generalized net with partial batch token movement
Georgiev, P. and Chountas, P. 2003. Generalized net with partial batch token movement. in: Jardim-Goncalves, R., Cha, J. and Steiger-Garcao, A. (ed.) Concurrent engineering--the vision for the future generation in research and applications: proceedings of the 10th ISPE International Conference on Concurrent Engineering, Research and Applications, 26-30 July 2003 Lisse, Netherlands A.A. Balkema. pp. 1005-1008

Data warehouses-TOLAP-decision making
Chountas, P., Vasilakis, C., El-Darzi, E., Petrounias, I. and Tseng, A. 2003. Data warehouses-TOLAP-decision making. in: IEEE International Conference on Systems, Man and Cybernetics, 2003 USA IEEE .

Temporal modelling in flexible workflow based environments
Chountas, P., Petrounias, I. and Kodogiannis, V. 2003. Temporal modelling in flexible workflow based environments. in: Yazici, A. (ed.) Computer and information sciences, ISCIS 2003: 18th International Symposium Antalya, Turkey, November 3-5 Berlin, Germany Springer. pp. 123-130

Forecasting financial time series using neural network and fuzzy system-based techniques
Kodogiannis, V. and Lolis, A. 2002. Forecasting financial time series using neural network and fuzzy system-based techniques. Neural Computing and Applications. 11 (2), pp. 90-102. https://doi.org/10.1007/s005210200021

Soft computing based techniques for short-term load forecasting
Kodogiannis, V. and Anagnostakis, E.M. 2002. Soft computing based techniques for short-term load forecasting. Fuzzy Sets and Systems. 128 (3), pp. 413-426. https://doi.org/10.1016/S0165-0114(01)00076-8

Digital image processing of axis-symmetric electric arc plasma based on chromatic modulation methods
Tomtsis, D. and Kodogiannis, V. 2002. Digital image processing of axis-symmetric electric arc plasma based on chromatic modulation methods. in: 6th WSES /IEEE Multi-conference CSCC-MCP-MCME 2002, Crete, July 2002 UNKNOWN. pp. 6881-6885

IFGNs in analysing transaction database systems with continuous deadlock detection
Kolev, B., Petrounias, I. and Chountas, P. 2002. IFGNs in analysing transaction database systems with continuous deadlock detection. Notes in Intuitionistic Fuzzy Sets. 8 (3), pp. 95-100.

An intelligent detection scheme for sonar signal tracking
Kodogiannis, V. and Tomtsis, D. 2002. An intelligent detection scheme for sonar signal tracking. in: Proceedings of the 3rd WSEAS International Conference on Neural Network and Applications (NNA '02), Interlaken, Switzerland, February 11-15, 2002 WSEAS.

Intelligent diagnosis of urinary tract infections in vivo, using electronic noses
Kodogiannis, V., Pavlou, A.K., Chountas, P. and Turner, A.P.F. 2002. Intelligent diagnosis of urinary tract infections in vivo, using electronic noses. in: Hamza, M.H. (ed.) Proceedings of the IASTED International Conference, Signal Processing, Pattern Recognition, and Application, June 25-28, 2002, Crete, Greece Calgary, Canada Acta Press. pp. 155-160

Representation of temporal unawareness
Chountas, P., Petrounias, I., Atanassov, K.T., Kodogiannis, V. and El-Darzi, E. 2002. Representation of temporal unawareness. in: Yakhno, T. (ed.) Advances in Information Systems: Second International Conference, ADVIS 2002, Izmir, Turkey, October 23-25 London, UK Springer.

Representation and querying of temporal conflict
Chountas, P., Petrounias, I., Atanassov, K.T., Kodogiannis, V. and El-Darzi, E. 2002. Representation and querying of temporal conflict. in: Troels, A. (ed.) Flexible query answering systems: 5th International Conference, FQAS 2002, Copenhagen, Denmark, October 2002 London, UK Springer.

Representing and querying temporal workflow schemas
Chountas, P., Petrounias, I., Al-Roki, H. and Kodogiannis, V. 2002. Representing and querying temporal workflow schemas. Notes in Intuitionistic Fuzzy Sets. 8 (3), pp. 57-65.

A comparison between neural network and fuzzy system models for foreign exchange rates prediction
Kodogiannis, V. and Lolis, A. 2001. A comparison between neural network and fuzzy system models for foreign exchange rates prediction. Neural, Parallel and Scientific Computations. 9 (3-4), pp. 417-428.

In vitro determination of skin bilirubin using chromatic modulation
Tomtsis, D., Kodogiannis, V. and Zissopoulos, D. 2001. In vitro determination of skin bilirubin using chromatic modulation. in: Building new bridges at the frontiers of engineering and medicine: 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 25-28 October 2001, Istanbul, Turkey USA IEEE .

Analysis and measurement of the modal power distribution for guiding multimode fibres
Tomtsis, D., Kodogiannis, V. and Zissopoulos, D. 2001. Analysis and measurement of the modal power distribution for guiding multimode fibres. in: Proceedings of the 5th WSES/IEEE World Conference on Systems (CSCC2001) Rethymno, Greece WSES Press. pp. 3451-3456

Information extraction from acoustic signals by optical fibre interferometry techniques based on chromatic modulation
Tomtsis, D. and Kodogiannis, V. 2001. Information extraction from acoustic signals by optical fibre interferometry techniques based on chromatic modulation. in: Proceedings of the WSEAS International Conference: Mathematical Methods and Computational Techniques in Electrical Engineering (MMACTEE 2001) Vouliagmeni, Athens, Greece, December 29-31, 2001 WSEAS. pp. 5381-5386

Intelligent classification of bacterial clinical isolates in vitro, using electronic noses
Pavlou, A.K., Kodogiannis, V., Meechan Jones, J. and Turner, A.P.F. 2001. Intelligent classification of bacterial clinical isolates in vitro, using electronic noses. in: Papadourakis, G.M. (ed.) Proceedings of the 4th International Conference on Neural Networks and Expert Systems in Medicine and HealthCare, 20-22 Jun 2001, Milos Island, Greece Technological Educational Institute of Crete. pp. 231-237

Neural network adaptive controller for unmanned underwater vehicles
Kodogiannis, V. and Tomtsis, D. 2001. Neural network adaptive controller for unmanned underwater vehicles. Neural Network World. 11 (3), pp. 207-221.

A comparison between neural network and fuzzy system models for foreign exchange rates prediction
Kodogiannis, V. and Lolis, A. 2001. A comparison between neural network and fuzzy system models for foreign exchange rates prediction. Neural, Parallel and Scientific Computations. 9 (3/4), pp. 417-428.

Prediction of foreign exchange rates by neural network and fuzzy system based techniques
Kodogiannis, V. and Lolis, A. 2001. Prediction of foreign exchange rates by neural network and fuzzy system based techniques. in: ESANN 2001: European symposium on artificial neural networks D-Facto Publications. pp. 245-250

Forecasting exchange rates using neural network and fuzzy system based techniques
Kodogiannis, V. and Lolis, A. 2001. Forecasting exchange rates using neural network and fuzzy system based techniques. in: Proceedings of 2001 WSES International Conference Athens, Greece World Scientific and Engineering Society Press. pp. 4241-4246

Electronic nose: clinical diagnosis based on soft computing methodologies
Kodogiannis, V., Chountas, P., Pavlou, A.K. and Chowdrey, H.S. 2001. Electronic nose: clinical diagnosis based on soft computing methodologies. in: 2002 First International IEEE Symposium "Intelligent Systems" proceedings: September 10-12, 2002, St. Constantine and Helena resort, Varna, Bulgaria USA IEEE . pp. 254-259

An efficient fuzzy based technique for signal classification
Kodogiannis, V. 2001. An efficient fuzzy based technique for signal classification. Journal of Intelligent and Fuzzy Systems. 11 (1/2), pp. 65-84.

Neuro-fuzzy based techniques for acoustic signal classification
Kodogiannis, V. 2001. Neuro-fuzzy based techniques for acoustic signal classification. in: Proceedings of 2001 WSES International Conference Athens, Greece World Scientific and Engineering Society Press. pp. 5261-5267

Neural network adaptive control for underwater robotic systems
Kodogiannis, V. 2001. Neural network adaptive control for underwater robotic systems. in: Proceedings of the 5th WSES/IEEE World Conference on Systems (CSCC2001) Rethymno, Greece WSES Press. pp. 1271-1276

Virtual integration of temporal and conflicting information
Chountas, P. and Petrounias, I. 2001. Virtual integration of temporal and conflicting information. in: 2001 International Database Engineering & Applications Symposium: proceedings: 16-18 July, 2001, Grenoble, France California, USA IEEE . pp. 243-248

Precise enterprises and imprecise data
Chountas, P. and Petrounias, I. 2001. Precise enterprises and imprecise data. in: Barzdins, J. and Caplinskas, A. (ed.) Databases and information systems: Fourth International Baltic Workshop, Baltic DB&IS 2000, Vilnius, Lithuania, May 1-5, 2000 London, UK Kluwer Academic Publishers. pp. 57-68

Comparison of advanced learning algorithms for short-term load forecasting
Kodogiannis, V. 2000. Comparison of advanced learning algorithms for short-term load forecasting. Journal of Intelligent & Fuzzy Systems. 8 (4), pp. 243-259.

Neural-network-based electric load forecasting systems
Kodogiannis, V. 1999. Neural-network-based electric load forecasting systems. Neural, Parallel and Scientific Computations. 7 (3), pp. 405-416.

A study of advanced learning algorithms for short-term load forecasting
Kodogiannis, V. and Anagnostakis, E.M. 1999. A study of advanced learning algorithms for short-term load forecasting. Engineering Applications of Artificial Intelligence. 12 (2), pp. 159-173. https://doi.org/10.1016/S0952-1976(98)00064-5

A neural adaptive control technique for manufacturing scheduling
Rovithakis, G., Gaganis, V., Perrakis, S., Kodogiannis, V. and Christodoulou, M. 1997. A neural adaptive control technique for manufacturing scheduling. in: Applications of Neural Adaptive Control Techniques World Scientific Publishing. pp. 121-151

Neural network identification and control of an underwater vehicle
Lisboa, P.J.G., Kodogiannis, V. and Lucas, J. 1997. Neural network identification and control of an underwater vehicle. Transactions of the Institute of Measurement and Control. 19 (4), pp. 202-210. https://doi.org/10.1177/014233129701900405

Neural Network Modelling and Control for Underwater Vehicles
Kodogiannis, V., Lisboa, P.J.G. and Lucas, J. 1996. Neural Network Modelling and Control for Underwater Vehicles. Artificial Intelligence in Engineering. 10 (3), pp. 203-212. https://doi.org/10.1016/0954-1810(95)00029-1

Long Range Predictive Controller for Underwater Robotic Vehicles using Recurrent Neural Networks
Kodogiannis, V., Lisboa, P.J.G. and Lucas, J. 1994. Long Range Predictive Controller for Underwater Robotic Vehicles using Recurrent Neural Networks. 2nd IEEE Mediterranean Symposium on New Directions in Control & Automation. Crete, Greece

Neural Network Based Predictive Control Systems for Underwater Robotic Vehicles
Kodogiannis, V., Lisboa, P.J.G. and Lucas, J. 1994. Neural Network Based Predictive Control Systems for Underwater Robotic Vehicles. Proc. of ELECTRO '94. Boston, USA IEEE . https://doi.org/10.1109/ELECTR.1994.472687

A neural predictive controller for underwater robotic applications
Kodogiannis, V., Lisboa, P.J.G. and Lucas, J. 1993. A neural predictive controller for underwater robotic applications. Proceedings of the 2nd IEEE/BCS Workshop on Neural Network Applications and Tools. Liverpool IEEE .

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