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Dr Abdelfateh Kerrouche Lecturer

Associate Professor
School of Computing Engineering and the Built Environment

0131 455 2586

A.Kerrouche@napier.ac.uk

Prof Ahmed Al-Dubai

Professor
School of Computing Engineering and the Built Environment

0131 455 2796

A.Al-Dubai@napier.ac.uk

Prof Amir Hussain

Professor
School of Computing Engineering and the Built Environment

0131 455 2239

A.Hussain@napier.ac.uk

Dr Amjad Ullah

Lecturer
School of Computing Engineering and the Built Environment

0131 455 4762

A.Ullah@napier.ac.uk

Dr Andreas Steyven PhD, MSc, BSc, BEng

Lecturer
School of Computing Engineering and the Built Environment

0131 455 3460

A.Steyven@napier.ac.uk

Dr Arif Reza Anwary

Research Fellow
School of Computing Engineering and the Built Environment

0131 455 4755

A.Anwary@napier.ac.uk

Prof Ashkan Sami

School of Computing Engineering and the Built Environment

Dr Babis Koniaris

Lecturer
School of Computing Engineering and the Built Environment

0131 455 2460

B.Koniaris@napier.ac.uk

Prof Ben Paechter FBCS CITP

Professor
School of Computing Engineering and the Built Environment

0131 455 2764

B.Paechter@napier.ac.uk

Dr Brian Davison MA MSc PhD SFHEA

Lecturer
School of Computing Engineering and the Built Environment

0131 455 2373

B.Davison@napier.ac.uk

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Accelerating neural network architecture search using multi-GPU high-performance computing

Journal Article

Lupión, M., Cruz, N. C., Sanjuan, J. F., Paechter, B., & Ortigosa, P. M. (2023)

Accelerating neural network architecture search using multi-GPU high-performance computing. Journal of Supercomputing, 79, 7609-7625. https://doi.org/10.1007/s11227-022-04960-z

Neural networks stand out from artificial intelligence because they can complete challenging tasks, such as image classification. However, designing a neural network for a par...

Object Detection Using Sim2Real Domain Randomization for Robotic Applications

Journal Article

Horváth, D., Erdős, G., Istenes, Z., Horváth, T., & Földi, S. (2023)

Object Detection Using Sim2Real Domain Randomization for Robotic Applications. IEEE Transactions on Robotics, 39(2), 1225-1243. https://doi.org/10.1109/tro.2022.3207619

Robots working in unstructured environments must be capable of sensing and interpreting their surroundings. One of the main obstacles of deep-learning-based models in the fiel...

Dynamic noise filtering for multi-class classification of beehive audio data

Journal Article

Várkonyi, D. T., Seixas Junior, J. L., & Horváth, T. (2023)

Dynamic noise filtering for multi-class classification of beehive audio data. Expert Systems with Applications, 213(Part A), Article 118850. https://doi.org/10.1016/j.eswa.2022.118850

Honeybees are the most specialized insect pollinators and are critical not only for honey production but, also, for keeping the environmental balance by pollinating the flower...

Tracing the Local Breeds in an Outdoor System – A Hungarian Example with Mangalica Pig Breed

Book Chapter

Alexy, M., & Horváth, T. Tracing the Local Breeds in an Outdoor System – A Hungarian Example with Mangalica Pig Breed. In Tracing the Domestic Pig. IntechOpen. https://doi.org/10.5772/intechopen.101615

)

Pig farming is largely characterized by closed, large-scale housing technology. These systems are driven by resource efficiency. In intensive technologies, humans control almo...

Multimodal Emotion Recognition from Art Using Sequential Co-Attention

Journal Article

Tashu, T. M., Hajiyeva, S., & Horvath, T. (2021)

Multimodal Emotion Recognition from Art Using Sequential Co-Attention. Journal of Imaging, 7(8), Article 157. https://doi.org/10.3390/jimaging7080157

In this study, we present a multimodal emotion recognition architecture that uses both feature-level attention (sequential co-attention) and modality attention (weighted modal...

Swarm intelligence techniques in recommender systems - A review of recent research

Journal Article

Peška, L., Tashu, T. M., & Horváth, T. (2019)

Swarm intelligence techniques in recommender systems - A review of recent research. Swarm and Evolutionary Computation, 48, 201-219. https://doi.org/10.1016/j.swevo.2019.04.003

One of the main current applications of Intelligent Systems are Recommender systems (RS). RS can help users to find relevant items in huge information spaces in a personalized...

New Trends in Databases and Information Systems: ADBIS 2018 Short Papers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND, DC, Budapest, Hungary, September, 2-5, 2018, Proceedings

Conference Proceeding

(2018)

New Trends in Databases and Information Systems: ADBIS 2018 Short Papers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND, DC, Budapest, Hungary, September, 2-5, 2018, Proceedings. In A. Benczúr, B. Thalheim, . T. Horváth, . S. Chiusano, T. Cerquitelli, C. Sidló, & P. Z. Revesz (Eds.), . https://doi.org/10.1007/978-3-030-00063-9

Advances in Databases and Information Systems: 22nd European Conference, ADBIS 2018, Budapest, Hungary, September 2–5, 2018, Proceedings

Conference Proceeding

(2018)

Advances in Databases and Information Systems: 22nd European Conference, ADBIS 2018, Budapest, Hungary, September 2–5, 2018, Proceedings. In A. Benczúr, B. Thalheim, & T. Horváth (Eds.), Lecture Notes in Computer Science. https://doi.org/10.1007/978-3-319-98398-1

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Long-range Perceptive and Situation-Proactive Autonomous Vehicles for Green and Human-centric Driving

2024 - 2026

Autonomous Vehicles (AVs) are expected play significant roles in the society and economy. However, the current AVs have a severe drawback: they are unable to recognize the situations they are facing o...

Funder: Royal Society | Value: £12,000

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AI-Driven Conversational Storytelling with Humans in Natural Language

2023 - date

Lewis Watson | Director of Studies: Dr Yanchao Yu | Second Supervisor: Prof Kenny Mitchell

Application of evolutionary machine learning in metamorphic malware analysis and detection

2017 - 2021

Dr Kehinde Babaagba | Director of Studies: Dr Thomas Tan | Second Supervisor: Prof Emma Hart

Towards real-time cognitively-inspired multi-modal speech separation: Novel architectures and algorithms

2016 - 2021

Dr. Mandar Gogate | Director of Studies: Prof Amir Hussain | Second Supervisor: Prof Ahmed Al-Dubai

Semantic model-driven framework for validating quality requirements of internet of things streaming data

2016 - 2021

Dr Oluwaseun Bamgboye | Director of Studies: Prof Xiaodong Liu | Second Supervisor: Dr Peter Cruickshank

A closer look at adaptation mechanisms in simulated environment-driven evolutionary swarm robotics

2013 - 2018

Swarm robotics is a special case within the general field of robotics. The distributed nature makes it...

Dr Andreas Steyven | Director of Studies: Prof Emma Hart | Second Supervisor: Prof Ben Paechter

The evaluation of data filtering criterial in wind turbine power performance assessment

2012 - 2019

Dr Brian Davison | Director of Studies: Prof Tariq Muneer | Second Supervisor: Prof Ahmed Al-Dubai

Novel hyperheuristics applied to the domain of bin packing

2010 - 2014

Hyper-heuristics (HH) have been described as methodologies that aim to offer “good enough -soon enough - cheap enough” solutions to real world...

Dr Kevin Sim | Director of Studies: Prof Emma Hart | Second Supervisor: Prof Ben Paechter

An approach to cross-domain situation-based context management and highly adaptive services in pervasive environments

2008 - 2012

The concept of context-awareness is widely used in mobile and pervasive computing t...

Dr Zakwan Jaroucheh | Director of Studies: Prof Xiaodong Liu | Second Supervisor: Prof Sally Smith

Solving a real world routing proglem using evolutionary algorithms and multi-agent systems

1999 - 2003

Dr Neil Urquhart | Director of Studies: Peter Ross | Second Supervisor: Prof Ben Paechter

1994 - 1997

Prof Kenny Mitchell | Director of Studies: Prof Jessie Kennedy | Second Supervisor: Peter Barclay

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Edinburgh Napier joins Turing University Network

2 October 2023

We are excited to announce that Edinburgh Napier University joins an elite group of 65 UK universities as part of the Turing University Network. As a member, ENU will have the opportunity to engage wi...

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Dr Abdelfateh Kerrouche Lecturer

Prof Ahmed Al-Dubai

Prof Amir Hussain

Dr Amjad Ullah

Dr Andreas Steyven PhD, MSc, BSc, BEng

Dr Arif Reza Anwary

Prof Ashkan Sami

Dr Babis Koniaris

Prof Ben Paechter FBCS CITP

Dr Brian Davison MA MSc PhD SFHEA

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Accelerating neural network architecture search using multi-GPU high-performance computing

Object Detection Using Sim2Real Domain Randomization for Robotic Applications

Dynamic noise filtering for multi-class classification of beehive audio data

Tracing the Local Breeds in an Outdoor System – A Hungarian Example with Mangalica Pig Breed

Multimodal Emotion Recognition from Art Using Sequential Co-Attention

Swarm intelligence techniques in recommender systems - A review of recent research

New Trends in Databases and Information Systems: ADBIS 2018 Short Papers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND, DC, Budapest, Hungary, September, 2-5, 2018, Proceedings

Advances in Databases and Information Systems: 22nd European Conference, ADBIS 2018, Budapest, Hungary, September 2–5, 2018, Proceedings

Evolutionary computing in recommender systems: a review of recent research

Ranking Formal Concepts by Utilizing Matrix Factorization

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Long-range Perceptive and Situation-Proactive Autonomous Vehicles for Green and Human-centric Driving

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AI-Driven Conversational Storytelling with Humans in Natural Language

Application of evolutionary machine learning in metamorphic malware analysis and detection

Towards real-time cognitively-inspired multi-modal speech separation: Novel architectures and algorithms

Semantic model-driven framework for validating quality requirements of internet of things streaming data

A closer look at adaptation mechanisms in simulated environment-driven evolutionary swarm robotics

The evaluation of data filtering criterial in wind turbine power performance assessment

Novel hyperheuristics applied to the domain of bin packing

An approach to cross-domain situation-based context management and highly adaptive services in pervasive environments

Solving a real world routing proglem using evolutionary algorithms and multi-agent systems

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Edinburgh Napier joins Turing University Network

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