Dr Dhaval Thakker
Associate Professor
Faculty/Dept/School |
Department of Computer Science (Faculty of Engineering and Informatics) |
---|---|
d.thakker@bradford.ac.uk | |
@dr_thakker |
Biography
His broad area of research interest and expertise is interdisciplinary focusing on the use of Artificial Intelligence (AI), and the Internet of Things(IoT) technologies for the betterment of society. His current and evolving research interests include exploring the role of AI and IoT technologies in the context of Smart Cities, Digital Health, and the Circular Economy. He actively publishes in leading high impact factor journals such as the Semantic Web Journal, Elsevier Journal of Engineering Applications of Artificial Intelligence and Transactions on Emerging Telecommunications Technologies. He regularly reviews for the Engineering and Physical Sciences Research Council (EPSRC), and the Natural Environment Research Council (NERC).
To date, he has been successful as Principal and Co-investigator in over £1 million worth of R&I projects (UoB share) funded by national, international funding bodies and commercial organisations. Some of the notable funders have been the European Commission, Innovate UK, HFCE, and GCRF focusing on projects addressing societal challenges surrounding themes such as Smart Cities, Air Quality Monitoring, Flood Monitoring, Children's Health, Industry 4.0(Smart Factories), and Archeological & Drone-based surveys in Worn-torn areas.
He was awarded Ph.D. in computer science by the Nottingham Trent University in 2008 for his work on 'An intelligent framework for dynamic web services composition in the semantic web'. He has completed his MSc in Data Communication Systems from Brunel University, London. Prior to joining Bradford, he worked as a Senior Research Fellow at the University of Leeds from 2011 to 2015 and was leading semantic web/AI related research in several EU projects. Before Leeds, he worked in the industry with UK's national news agency (Press Association, now PA media group) as a Research & Development Consultant to provide strategic and technical leadership in implementing Semantic Web/AI and Linked data related projects to improve access to their media repositories.Details of the group Dhaval leads at Bradford, it's research staff, and Ph.D. students are available here. Google Scholar profile provides an extensive publication track record. His research has been rewarded with multiple best paper awards (2019 at the 10th IEEE conference on IoT, Big Data and AI for a Smart and Safe Future; 2015 at 12th the European Semantic Web Conference).
He is the Programme Leader(Director) for two of the Computer Science MSc courses, MSc course on the Internet of Things(IoT), MSc Big Data Science and Technology.
Below are details on some of his research and academic responsibilities. A more up to date, biography, and details are maintained on personal website here.
Research
Internet of Things(IoT)Smart Cities
(Explainable) Artificial Intelligence/Semantic Web
Natural Language Processing (NLP)
Circular Economy
Digital Health
Date | Role | Title / Description | Funder | Award |
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- | Principle Investigator | Smart Cities and Open Data Reuse (SCORE) | 400000 | |
02-MAR-20 - | Principal Investigator | UrbaN Indoor Air Quality Monitoring Observatory (UNIAQ) | ||
01-MAY-20 - | Co-Investigator | AI-based Service Management Suite |
Contract Researchers | |
---|---|
Name | Rameez Kureshi |
Role | Research Assistant |
Project | UrbaN Indoor Air Quality Monitoring Observatory (UNIAQ) |
Name | Arjamand Naveed |
Role | Research Assistant |
Project | UrbaN Indoor Air Quality Monitoring Observatory (UNIAQ) |
Name | Baseer Ahmad |
Role | Research Assistant |
Project | SCORE |
Funding body | European Regional Development Fund |
Name | Bhupesh Mishra |
Role | Postdoctoral Researcher |
Project | SCORE |
Duration | 3 years |
Funding body | European Regional Development Fund |
Teaching
Teaching interests
Internet of Things
Knowledge Representation/AI
Professional activities
- 01-JAN-08: Nottingham Trent University - PhD
- 01-JAN-04: Brunel University - MSc
- 01-JAN-02: Gujarat University, India - BEng
- British Computer Society, Member
- 01-JAN-15: Best in-use paper award winner - 12th the European Semantic Web Conference
- 01-JAN-06: Runner up Best Paper Award -IEEE International Conference on Web Services
- 01-JAN-04: PhD Scholarship (40k GBP)
- 01-JAN-19: Best paper Award - 10th IEEE conference on IoT, Big Data and AI for a Smart and Safe Future
- Director - Internet of Things(IoT) Innovation Lab
- Member of Pro-Vice Chancellor (RKTS)'s Research Practice Innovation Group
- Director of PGR
- Programme Leader - MSc Big Data Science and Technology
- Programme Leader - MSc Internet of Things (IoT)
- Academic Leadership: Programme Leader, MSc in Internet of Things (IoT)
- Other: Principal Investigator(PI) - EC project SCORE (Smart Cities + Open data REuse)
- Programme Leader: MSc Big Data Science and Technology
Publications
Peer Reviewed Journal | |
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Title | A Novel Application of Deep Learning with Image Cropping: A Smart Cities Use Case for Flood Monitoring (2020) |
Authors | Bhupesh Kumar Mishra, Dhavalkumar Thakker, Suvodeep Mazumdar, Daniel Neagu, Marian Gheorghe & Sydney Simpson |
Journal | Journal Of Reliable Intelligent Environments |
Publisher | Springer |
Title | An Ontological Approach for Pathology Assessment and Diagnosis of Tunnels (2020) |
Authors | Vania Dimitrova, Muhammad Owais Mehmood, Dhavalkumar Thakker, Bastien Sage-Vallier, Joaquin Valdes, Anthony G. Cohn |
Journal | Engineering Applications of Artificial Intelligence |
Publisher | ELSEVIER |
Title | An ontological approach for pathology assessment and diagnosis of tunnels (2020) |
Authors | Dimitrova V.;Mehmood M.;Thakker D.;Sage-Vallier B.;Valdes J.;Cohn A. |
Journal | Engineering Applications of Artificial Intelligence |
DOI | 10.1016/j.engappai.2019.103450 |
Title | A novel application of deep learning with image cropping: a smart city use case for flood monitoring (2020) |
Authors | Mishra B.K.;Thakker D.;Mazumdar S.;Neagu D.;Gheorghe M.;Simpson S. |
Journal | Journal Of Reliable Intelligent Environments |
DOI | 10.1007/s40860-020-00099-x |
Title | A Novel Application of Deep Learning with Image Cropping: A Smart Cities Use Case for Flood Monitoring (2020) |
Authors | Mishra, Bhupesh; Thakker, Dhavalkumar;Mazumdar, Suvodeep; Neagu, Daniel; Gheorghe, Marian; Simpson, Sydney |
Title | An IoT-enabled Decision Support System for Circular Economy Business Model (2020) |
Authors | J Mboli, D Thakker, J Mishra |
Journal | Software Process Improvement and Practice |
Publisher | Wiley |
Title | An ontology-based system for discovering landslide-induced emergencies in electrical grid (2020) |
Authors | Phengsuwan J.;Shah T.;Sun R.;James P.;Thakker D.;Ranjan R. |
Journal | Transactions on Emerging Telecommunications Technologies |
DOI | 10.1002/ett.3899 |
Title | Ontology-based Discovery of Time-Series Data Sources for Landslide Early Warning System (2019) |
Authors | J Phengsuwan, T Shah, P James, D Thakker, S Barr, R Ranjan |
Journal | ACM COMPUTING REVIEWS |
Title | Ontology-based Discovery of Time-Series Data Sources for Landslide Early Warning System (2019) |
Authors | Jedsada Phengsuwan, Tejal Shah, Philip James, Dhavalkumar Thakker, Stuart Barr, Rajiv Ranjan |
Journal | 15th International Conference on Microwaves, Radar and Wireless Communications, MIKON - 2004 |
Title | Using Knowledge Anchors to Facilitate User Exploration of Data Graphs (2019) |
Authors | Marwan Al-Tawil, Vanid Dimitrova, Dhavalkumar Thakker |
Journal | Semantic Web |
Title | Ontology-based Discovery of Time-Series Data Sources for Landslide Early Warning System (2019) |
Authors | Jedsada Phengsuwan, Tejal Shah, Philip James, Dhavalkumar Thakker, Stuart Barr, Rajiv Ranjan |
Journal | Springer Monographs in Mathematics |
Title | Ontology-based Discovery of Time-Series Data Sources for Landslide Early Warning System (2019) |
Authors | Jedsada Phengsuwan, Tejal Shah, Philip James, Dhavalkumar Thakker, Stuart Barr, Rajiv Ranjan |
Journal | ACM Computing Review |
Title | Ontology-based discovery of time-series data sources for landslide early warning system (2019) |
Authors | Phengsuwan J.;Shah T.;James P.;Thakker D.;Barr S.;Ranjan R. |
Journal | Computing (Vienna/New York) |
DOI | 10.1007/s00607-019-00730-7 |
Title | Examining citizens' perceived value of internet of things technologies in facilitating public sector services engagement (2019) |
Authors | El-Haddadeh, R.; Weerakkody, Vishanth J.P.; Osmani, M.; Thakker, Dhaval; Kapoor, K.K. |
Title | Using Knowledge Anchors to Facilitate User Exploration of Data Graphs (2019) |
Authors | Al-Tawil, M.; Dimitrova, V.; Thakker, Dhaval |
Title | A note on intelligent exploration of semantic data (2019) |
Authors | Thakker, Dhaval; Schwabe, D.; Garcia, D.; Kozaki, K.; Brambilla, M.; Dimitrova, V. |
Title | Examining citizens’ perceived value of internet of things technologies in facilitating public sector services engagement (2018) |
Authors | El-Haddadeh R.;Osmani M.;Thakker D.;Weerakkody V.;Kapoor K. |
Journal | Government Information Quarterly |
DOI | 10.1016/j.giq.2018.09.009 |
Title | A note on exploration of IoT generated big data using semantics (2017) |
Authors | Ranjan, R.; Thakker, Dhaval; Haller, A.; Buyya, R. |
Title | Analytics-as-a-Service in a Multi-Cloud Environment through Semantically-enabled Hierarchical Data Processing (2017) |
Authors | Jayaraman, P.P.; Perera, C.; Georgakopoulos, D.; Dustdar, S.; Thakker, Dhaval; Ranjan, R. |
Title | Ontology for cultural variations in interpersonal communication: Building on theoretical models and crowdsourced knowledge (2017) |
Authors | Thakker D.;Karanasios S.;Blanchard E.;Lau L.;Dimitrova V. |
Journal | Journal of the Association for Information Science and Technology |
DOI | 10.1002/asi.23824 |
Title | Ontology for cultural variations in interpersonal communication: building on theoretical models and crowdsourced knowledge (2016) |
Authors | Thakker, Dhaval; Karanasios, S; Blanchard, E.; Lau, L.; Dimitrova, V. |
Title | User Interaction with Linked Data: An Exploratory Search Approach (2016) |
Authors | Thakker, Dhaval; Yang-Turner, F.; Despotakis, D. |
Title | Utilising semantic technologies for intelligent indexing and retrieval of digital images (2014) |
Authors | Osman, T.; Thakker, Dhaval; Schaefer, G. |