Fundamental research into the principles, methodologies and efficient algorithms for Autonomous Learning Systems, different aspects of Computational Intelligence, including Artificial Neural Networks, Deep Learning, Dynamically Evolving Fuzzy rule-based Systems is the focus of interests of this Theme.
Fundamentals
Theme Leaders
Dr Richard Jiang
Senior LecturerCentre of Excellence in Environmental Data Science, Digital Health Group, DSI - Foundations, Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, LIRA - Smart Cities and Mobility, SCC (Data Science)
Dr Ahmed Kheiri
Senior Lecturer in Management Science (Operations Research)Centre for Health Futures, Centre for Transport & Logistics (CENTRAL), DSI - Foundations, DSI - Health, Health Systems, Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, Optimisation, Security Lancaster, Security Lancaster (Systems Security), STOR-i Centre for Doctoral Training
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B061, B - Floor, Management School
Members
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Publications
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Projects
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DSI: Horizon Europe: 4D PICTURE: Design-based Data-Driven Decision-support Tools: Producing Improved Cancer Outcomes Through User- Centred Research
01/10/2022 → 30/09/2027
Research
DSI: STOR-i: A Prediction Model for Algorithm Selection in Solving Combinatorial Optimisation Problems
01/10/2022 → 30/09/2025
Research
Brazil-UK Partnership: New Bioactives for a Healthy Gut, targeting the gut microbiota
01/06/2022 → 31/05/2025
Research
DSI: Describing and mapping cancers, cancers relationships and socioeconomic inequalities in the North West of England.
01/02/2022 → 01/12/2024
Research
Mapping geographically co-occurrent cancers in the Morecambe Bay area for designing targeted community-based interventions.
01/02/2022 → 01/12/2024
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Building and optimisation of a microscope stage mounted stretch apparatus to investigate the role of physical forces in melanoblast behaviour
01/11/2021 → 31/10/2022
Research
DSI: Nursery management to enhance climate resilience of transplanted trees
11/10/2021 → 27/03/2022
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DSI: Nursery management to enhance climate resilience of transplanted trees
11/10/2021 → 27/03/2022
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DSI : STOR-i - Efficient Design of Grocery Distribution Networks - Rebecca Hamm
01/10/2021 → 30/09/2024
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Biometric-based artificial intelligence to identify suspects of serious crime in large datasets
01/09/2021 → 31/08/2022
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DSI: Quantum Imaging for Monitoring of Wellbeing & Disease in Communities
01/06/2021 → 31/05/2026
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Google Summer of Code 2021
01/05/2021 → 31/08/2021
Research
Advancing Location Accuracy via Collimated Nuclear Assay for Decommissioning Robotic Applications
08/04/2021 → 07/01/2026
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Towards explainable AI4EO: a new frontier to gain trust into the AI (XAI4EO)
01/04/2021 → 31/10/2024
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DSI: Effective Diagnosis and Treatment of Age-related Disease Through Time-varying Modelling
01/03/2021 → 30/09/2024
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Improving Public Transport Planning Using Smart Card and MaaS Subscription Data
01/03/2021 → 31/05/2021
Research
Multiscale Modelling Extension (Y4-5)
01/03/2021 → 31/03/2023
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Design-Thinking in Action: Challenges and management for innovation success
01/11/2020 → 01/11/2022
Research
Pilot study: Can we use drone technology for quantifying and monitoring flower resources in field margins?
01/11/2020 → 30/04/2021
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TAS-S: Trustworthy Autonomous Systems Node in Security
01/11/2020 → 31/10/2024
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STOR-i : Machine Learning Predictions and Optimization: Working together for better decisions (Student: Aaditya Bhardwaj)
01/10/2020 → 30/09/2023
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DSI: Earth Observation 4 Surface Mass Balance
01/09/2020 → 31/12/2024
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H2020 : Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization (TAILOR)
01/09/2020 → 31/08/2024
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Understanding and Modelling Electric Vehicle (EV) Charging Behaviour Using Choice Modelling
25/08/2020 → 31/03/2021
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DSI: GCRF Exploration and Enhancement of Land Management Strategies Using Hyperspectral Image-ry and Big Data Analytics
01/04/2020 → 31/03/2021
Research
Detecting soil degradation and restoration through a novel coupled sensor and machine learning framework
31/01/2020 → 16/09/2024
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Integrated Multiomics of Host-bacteria Interactions during C. elegans Gut Infections
31/01/2020 → 30/04/2025
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Newsvendor Problems
01/01/2020 → 31/12/2022
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Explainable AI for UK agricultural land use decision-making
01/12/2019 → 30/11/2020
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Explainable AI for UK agricultural land use decision-making
01/12/2019 → 30/11/2020
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Methodologically Enhanced Virtual Labs for Early Warning of Significant or Catastrophic Change in Ecosystems: Changepoints for a Changing Planet
15/11/2019 → 14/05/2021
Research
Motion Planning and Trajectory Generation for a Robot Assisted Laser Cutting Manipulator
01/10/2019 → 30/09/2021
Research
NWCR Equipment grant: Spinning Disc Confocal Microscope for superfast multichannel live imaging
01/10/2019 → 31/03/2020
Research
Optrak KTP - Routing technologies for haulage
01/10/2019 → 31/12/2021
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STORi: Route optimisation for waste collection
01/10/2019 → 31/03/2023
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STORi:iCASE: Resource Planning
01/10/2019 → 30/09/2023
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IAA: Deep Learning in Massive Area, Multi-scale Resolution Remotely Sensed Imagery (IND Code)
02/09/2019 → 14/08/2020
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Investigating the thermosensitivity of cancer cell division dynamics: toward cancer thermotherapies?
01/07/2019 → 30/09/2020
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Google Summer of Code 2019
01/05/2019 → 30/09/2019
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Newton Fund PhD Placement - Xuyu Bai
01/04/2019 → 31/03/2020
Research
Neuromodulation of death in Caenorhabditis elegans
18/03/2019 → 30/04/2022
Research
Pozibot: Quantum-secured remote monitoring and data logging technology that enables a dynamic insured warranty for battery packs
01/03/2019 → 31/05/2021
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DSI: Year 3 Research related to the production of principal European Economic Indicator (PEEIS)
01/01/2019 → 31/12/2019
Research
H-unique: In search of uniqueness - harnessing anatomical hand variation
01/01/2019 → 31/12/2024
Research