Alexander Gegov

2024

A fuzzy expert system based extension of SWI-Prolog for evaluating AI ethics

Griffin, H., Ghahremani, M. & Gegov, A., 9 Oct 2024, International Conference on Intelligent Systems (IS): 2024 IEEE 12th International Conference on Intelligent Systems (IS) . Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 12th International Conference on Intelligent Systems (IS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Agile project status prediction using interpretable machine learning

Forouzesh Nejad, A. A., Arabikhan, F., Williams, N. L., Gegov, A., Sari, O. F. & Bader-El-Den, M., 9 Oct 2024, Proceedings of 2024 IEEE 12th International Conference on Intelligent Systems (IS). Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 12th International Conference on Intelligent Systems (IS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Application of fuzzy decision support systems in IT industry functioning

Oleksii, D., Zoia, S., Gegov, A. & Arabikhan, F., 20 Jan 2024, Advances in Information Systems, Artificial Intelligence and Knowledge Management. ICIKS 2023: 6th International Conference on Information and Knowledge Systems, ICIKS 2023, Portsmouth, UK, June 22–23, 2023, Proceedings. Saad, I., Rosenthal-Sabroux, C., Gargouri, F., Chakhar, S., Williams, N. & Haig, E. (eds.). 1st ed. Springer, p. 283-295 13 p. (Lecture Notes in Business Information Processing; vol. 486).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Decision tree ensemble based classification of terrorist attacks using eXplainable Artificial Intelligence

Lamptey, O., Rosner, A., Gegov, A., Ouelhadj, D., Hopgood, A. A. & Da Deppo, S., 9 Oct 2024, Proceedings of IEEE Intelligent Systems IS’24. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 12th International Conference on Intelligent Systems (IS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Deep neural networks for anti money laundering using explainable artificial intelligence

Konstantinidis, G. & Gegov, A., 9 Oct 2024, Proceedings of 2024 IEEE 12th International Conference on Intelligent Systems. Institute of Electrical and Electronics Engineers Inc., 6 p. (2024 IEEE 12th International Conference on Intelligent Systems (IS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Detecting violent behaviour on edge using Convolutional Neural Networks

Golcarenarenji, G., Khusainov, R., Gegov, A. & Martinez-Alpiste, I., 9 Oct 2024, Proceedings of the 12th IEEE International Conference on Intelligent Systems. Institute of Electrical and Electronics Engineers Inc., 6 p. (Intelligent Systems Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Editorial: From explainable artificial intelligence (xAI) to understandable artificial intelligence (uAI)

Abbass, H., Crockett, K., Garibaldi, J., Gegov, A., Kaymak, U. & Sousa, J. M. C., 10 Sept 2024, In: IEEE Transactions on Artificial Intelligence. 5, 9, p. 4310-4314 5 p.

Research output: Contribution to journal › Editorial › peer-review

Open Access

Energy efficiency evaluation of Artificial Intelligence algorithms

Penev, K., Gegov, A., Isiaq, O. & Jafari, R., 1 Oct 2024, In: Electronics. 13, 19, 11 p., 3836.

Research output: Contribution to journal › Article › peer-review

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From explainable artificial intelligence to understandable artificial intelligence

Abbass, H., Crockett, K., Garibaldi, J., Gegov, A., Kaymak, U. & Sousa, J., 13 Aug 2024, (Accepted for publication) In: IEEE Transactions on Artificial Intelligence. 5 p.

Research output: Contribution to journal › Editorial › peer-review

Hybrid machine learning model for phishing detection

Maturure, P., Ali, A. & Gegov, A., 9 Oct 2024, Proceedings of 2024 IEEE 12th International Conference on Intelligent Systems (IS). Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 12th International Conference on Intelligent Systems (IS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Integrated generative adversarial networks and deep convolutional neural networks for image data classification: a case study for COVID-19

Muhammad Naim Ku Khalif, K., Chaw Seng, W., Gegov, A., Syafadhli Abu Bakar, A. & Abidah Shahrul, N., 18 Jan 2024, In: Information. 15, 58, 17 p., 58.

Research output: Contribution to journal › Article › peer-review

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Integrating structural causal model ontologies with LIME for fair machine learning explanations in educational admissions

Igoche, B. I., Matthew, O., Bednar, P. & Gegov, A., 25 Jun 2024, In: Journal of Computing Theories and Applications. 2, 1, p. 65-85 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Leveraging Structural Causal Models for bias detection and feature adjustment in machine learning predictions

Igoche, B. I., Matthew, O., Bednar, P. & Gegov, A., 9 Oct 2024, 2024 IEEE 12th International Conference on Intelligent Systems (IS). IEEE/ IAPR, 7 p. 10705239. (Intelligent Systems Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Machine learning-based classification of extremism using explainable artificial intelligence

Rosner, A., Gegov, A., Hopgood, A. A., Lamptey, O., Ouelhadj, D. & Da Deppo, S., 31 Aug 2024.

Research output: Contribution to conference › Paper › peer-review

Medical image classification using a many to many relation, multilayered fuzzy systems and AI

Akula, K. K., Marcucci, M., Jouffroy, R., Arabikhan, F., Jafari, R., Akula, M. & Gegov, A., 3 Jul 2024, In: WSEAS Transactions on Computers. 23, p. 173-186

Research output: Contribution to journal › Article › peer-review

Open Access

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Medical image classification using a quantified hazard ratio and a multilayer fuzzy approach

Akula, K. K., Akula, M. & Gegov, A., 18 Feb 2024, In: Computing and Artificial Intelligence. 2, 1, 15 p., 450.

Research output: Contribution to journal › Article › peer-review

Open Access

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Moving towards explainable artificial intelligence using fuzzy rule-based networks in decision-making process

Arabikhan, F., Gegov, A., Taheri, R., Akbari, N. & Bader-El-Den, M., 20 Jan 2024, Advances in Information Systems, Artificial Intelligence and Knowledge Management: 6th International Conference on Information and Knowledge Systems, ICIKS 2023, Portsmouth, UK, June 22–23, 2023, Proceedings. Saad, I., Rosenthal-Sabroux, C., Gargouri, F., Chakhar, S., Williams, N. & Haig, E. (eds.). 1st ed. Springer, p. 296-306 11 p. (Lecture Notes in Business Information Processing; vol. 486).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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13 Downloads (Pure)

Ontology-driven approach for knowledge discovery in academic databases

Igoche, B., Matthew, O., Bednar, P. & Gegov, A., 24 Mar 2024, Advances in Real-Time Intelligent Systems - Real-Time Intelligent Systems 2023. Pichappan, P., Rodriguez Jorge, R. & Chung, Y.-L. (eds.). Springer Nature, p. 316-327 12 p. (Lecture Notes in Networks and Systems; vol. 950).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Relation based knowledge extraction for animal farm management

Vatchova, B., Boneva, Y. & Gegov, A., 9 Oct 2024, Proceedings of 2024 IEEE 12th International Conference on Intelligent Systems. Institute of Electrical and Electronics Engineers Inc., 5 p. (2024 IEEE 12th International Conference on Intelligent Systems (IS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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4 Downloads (Pure)

Robust aggregation function in federated learning

Taheri, R., Arabikhan, F., Gegov, A. & Akbari, N., 20 Jan 2024, Advances in Information Systems, Artificial Intelligence and Knowledge Management: 6th International Conference on Information and Knowledge Systems, ICIKS 2023, Portsmouth, UK, June 22–23, 2023, Proceedings. Saad, I., Rosenthal-Sabroux, C., Gargouri, F., Chakhar, S., Williams, N. & Haig, E. (eds.). Springer Nature, p. 168-175 8 p. (Lecture Notes in Business Information Processing; vol. 486).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Unveiling vulnerabilities in deep learning-based malware detection: Differential privacy driven adversarial attacks

Taheri, R., Shojafar, M., Arabikhan, F. & Gegov, A., 8 Aug 2024, (Early online) In: Computers and Security.

Research output: Contribution to journal › Article › peer-review

Open Access

2023

Artificial Intelligence based diagnosis of heart disease using ECG and deep neural networks

Gogi, G., Gurung, S. K., Gegov, A., Kaymak, U. & Arabikhan, F., 2 Aug 2023, Proceedings of the 2023 IEEE Conference on Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 143-144 2 p. (Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Artificial intelligence-based medical image classification using a multilayer fuzzy approach

Akula, K. K., Gegov, A. & Arabikhan, F., 25 Oct 2023, In: WSEAS Transactions on Computers. 22, p. 206-217

Research output: Contribution to journal › Article › peer-review

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Artificial intelligence for medical image interpretation using expert knowledge and machine learning

Jacobson, L. E. O., Hopgood, A. A., Bader-El-Den, M., Tamma, V., Prendergast, D., Osborn, P., Siddiqui, S. S. N. U., Gegov, A. & Arabikhan, F., 2 Aug 2023, Proceedings of the 2023 IEEE Conference on Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 122-123 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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39 Downloads (Pure)

Creating air temperature models for high elevation desert areas using machine learning

Forooshani, M. E., Gegov, A., Pepin, N. & Adda, M., 30 Jan 2023, In: Journal of Computational Innovation and Analytics. 2, 1, 19 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Explainable artificial intelligence and mobile health for treating eating disorders in young adults with autism spectrum disorder based on the theory of change: a mixed method protocol

Omisade, O., Gegov, A., Zhou, S.-M., Good, A., Tryfona, C., Sengar, S. S., Prior, A.-L., Liu, B., Adedeji, T. & Toptan, C. M., 26 Nov 2023, Intelligent Data Engineering and Analytics: Proceedings of the 11th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2023). Bhateja, V., Carroll, F., Tavares, J. M. R. S., Sengar, S. S. & Peer, P. (eds.). Singapore: Springer Nature, Vol. 371. p. 31-44 (Smart Innovation, Systems and Technologies).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Forecasting IT industry trends using a fuzzy Decision Support System

Dudnyk, O., Sokolovska, Z., Gegov, A. & Arabikhan, F., 2 Aug 2023, Proceedings of the 2023 IEEE Conference on Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 181-182 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Fuzzy networks for explainable artificial intelligence

Arabikhan, F., Gegov, A., Kaymak, U. & Akbari, N., 2 Aug 2023, Fuzzy Networks for Explainable Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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66 Downloads (Pure)

Large-scale group decision-making method using hesitant fuzzy rule-based network for asset allocation

Yaakob, A., Shafie, S., Gegov, A., Abdul Rahman, S. F. & Ku Khalif, K. M. N., 26 Oct 2023, In: Information. 14, 11, 18 p., 588.

Research output: Contribution to journal › Article › peer-review

Open Access

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17 Downloads (Pure)

Modelling and simulation of traffic light control

Vatchova, B., Boneva, Y. & Gegov, A., 28 Sept 2023, In: Cybernetics and Information Technologies. 23, 3, p. 179-191 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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11 Downloads (Pure)

Neural network based identification of terrorist groups using explainable artificial intelligence

Lamptey, O., Gegov, A., Ouelhadj, D., Hopgood, A. A. & Da Deppo, S., 2 Aug 2023, Proceedings of the 2023 IEEE Conference on Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 191-192 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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122 Downloads (Pure)

Neural network based prediction of terrorist attacks using explainable artificial intelligence

Rosner, A., Gegov, A., Ouelhadj, D., Hopgood, A. A. & Da Deppo, S., 2 Aug 2023, Proceedings of IEEE CAI 2023: Conference on Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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63 Downloads (Pure)

The application of Z-numbers in fuzzy decision making: the state of the art

Alam, N. M. F. H. N. B., Ku Khalif, K. M. N., Jaini, N. I. & Gegov, A., 13 Jul 2023, In: Information (Switzerland). 14, 7, 24 p., 400.

Research output: Contribution to journal › Article › peer-review

Open Access

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TOPSIS based Renewable-Energy-Source-Selection using Moderator Intuitionistic Fuzzy Set

Joshi, B. P., Joshi, N. & Gegov, A., 1 Oct 2023, In: International Journal of Mathematical, Engineering and Management Sciences. 8, 5, p. 979-990 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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77 Downloads (Pure)

2022

A comparative study of deep learning models for COVID-19 diagnosis based on x-ray images

Siddiqui, S. S. N. U., Hossain, E., Ferdous, R., Arifeen, M., Rahman, W., Masum, S. K., Hopgood, A. A., Good, A. & Gegov, A., 1 Jan 2022, Smart and Sustainable Technology for Resilient Cities and Communities. Howlett, R. J., Jain, L. C., Littlewood, J. R. & Balas, M. M. (eds.). Springer, p. 163-174 (Advances in Sustainability Science and Technology).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Analysing and identifying COVID-19 risk factors using machine learning algorithm with smartphone application

Siddiqui, S., Hossain, E., Asaduzzaman, S. M., Al Jannat, S., Niloy, T. S., Rahman, W., Masum, S., Hopgood, A., Good, A. & Gegov, A., 2 Aug 2022, Inventive Systems and Control: Proceedings of ICISC 2022. Suma, V., Baig, Z., Kolandapalayam Shanmugam, S. & Lorenz, P. (eds.). Springer Singapore, p. 775-788 14 p. (Lecture Notes in Networks and Systems; vol. 436).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Deep learning models for the diagnosis and screening of COVID-19: a systematic review

Siddiqui, S., Arifeen, M., Hopgood, A., Good, A., Gegov, A., Hossain, E., Rahman, W., Hossain, S., Al Jannat, S., Ferdous, R. & Masum, S., 25 Jul 2022, In: SN Computer Science. 3, 5, 22 p., 397.

Research output: Contribution to journal › Article › peer-review

Open Access

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59 Downloads (Pure)

Fuzzy control of traffic junctions in oversaturated urban networks

Boneva, Y., Vatchova, B. & Gegov, A., 9 Sept 2022, In: IFAC-PapersOnLine. 55, 11, p. 144-149 6 p.

Research output: Contribution to journal › Article › peer-review

Open Access

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Fuzzy control of traffic junctions in undersaturated urban networks

Vatchova, B., Adda, M., Boneva, Y. & Gegov, A., 24 Aug 2022, 2022 IEEE International Black Sea Conference on Communications and Networking, BlackSeaCom 2022. Institute of Electrical and Electronics Engineers Inc., p. 96-101 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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47 Downloads (Pure)

Leakage detection for pipe systems with fuzzy monitoring strategy

Jafari, R., Razvarz, S., Vargas-Jarillo, C., Gegov, A. & Ali, O., 24 Jan 2022, (Early online) 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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48 Downloads (Pure)

Modeling air temperature in forested areas using machine learning

Forooshani, M. E., Gegov, A., Pepin, N. & Adda, M., 3 Jun 2022, In: WSEAS Transactions on Computers. 20, p. 180-188

Research output: Contribution to journal › Article › peer-review

Open Access

File

54 Downloads (Pure)

Pipeline leak detection and estimation using fuzzy PID observer

Jafari, R., Razvarz, S., Vargas-Jarillo, C., Gegov, A. & Arabikhan, F., 4 Jan 2022, In: Electronics. 11, 1, 14 p., 152.

Research output: Contribution to journal › Article › peer-review

Open Access

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83 Downloads (Pure)

2021

A next-generation telemedicine and health advice system

Siddiqui, S., Hopgood, A., Good, A., Gegov, A., Hossain, E., Rahman, W., Ferdous, R., Arifeen, M. & Khan, Z., 17 Sept 2021, Proceedings of 6th International Congress on Information and Communication Technology: ICICT 2021. Yang, X.-S., Sherratt, S., Dey, N. & Joshi, A. (eds.). Springer, Vol. 2. p. 981-989 9 p. (Lecture Notes in Networks and Systems; vol. 236).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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70 Downloads (Pure)

Are human drivers a liability or an asset?

Sanders, D., Haddad, M., Tewkesbury, G., Gegov, A. & Adda, M., 4 Aug 2021, Intelligent Systems and Applications - Proceedings of the 2021 Intelligent Systems Conference (IntelliSys) Volume 1. Arai, K. (ed.). Springer, Vol. 1. p. 805-816 12 p. (Lecture Notes in Networks and Systems; vol. 294).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Automated detection of racial microaggressions using machine learning

Ali, O., Scheidt, N., Gegov, A., Haig, E., Adda, M. & Aziz, B., 5 Jan 2021, 2020 IEEE Symposium Series on Computational Intelligence (SSCI). Institute of Electrical and Electronics Engineers Inc., p. 2477-2484 8 p. 9308569. (2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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Facial recognition software for identification of powered wheelchair users

Tewkesbury, G., Lifton, S., Haddad, M., Sanders, D. & Gegov, A., 4 Aug 2021, Intelligent Systems and Applications: Proceedings of the 2021 Intelligent Systems Conference (IntelliSys) Volume 1. Arai, K. (ed.). Springer, p. 630-639 10 p. (Lecture Notes in Networks and Systems; vol. 294).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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129 Downloads (Pure)

Heuristic fuzzy control of traffic junctions in urban areas

Vatchova, B., Boneva, Y. & Gegov, A., 10 Dec 2021, (Early online) Big Data, Knowledge and Control Systems Engineering - Proceedings of the 7th International Conference, BdKCSE 2021. Andreev, R., Doukovska, L. & Ilchev, S. (eds.). Institute of Electrical and Electronics Engineers Inc.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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27 Downloads (Pure)

Intelligent assistive sensors and smart systems for the control and analysis of driver reaction times

Sanders, D., Haddad, M., Tewkesbury, G., Barker, T., Langner, M. & Gegov, A., 4 Nov 2021, Advances in Intelligent Systems Research and Innovation. Sgurev, V., Jotsov, V. & Kacprzyk, J. (eds.). Springer, p. 185-203 19 p. (Studies in Systems, Decision and Control; vol. 379).

Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

Open Access

Light syntax parsing and fuzzy systems for rhetorical structure theory text segmentation

Ali, O., Gegov, A., Haig, E. & Khusainov, R., 30 Sept 2021, 2021 International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021 - Proceedings. Kilimci, Z. H., Yildirim, T., Piuri, V., Czarnowski, I., Camacho, D., Manolopoulos, Y. & Solak, S. (eds.). Institute of Electrical and Electronics Engineers Inc., 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access

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70 Downloads (Pure)

Pipeline Leak Detection and Location based on Fuzzy Controller

Razvarz, S., Jafari, R., Vargas-Jarillo, C., Gegov, A. & Arabikhan, F., 5 Jan 2021, 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020. Institute of Electrical and Electronics Engineers Inc., p. 1944-1949 6 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Alexander Gegov

Research output

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