Fundamentals of IRAS

Fundamentals

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.

Theme Leaders

Richard Jiang

Dr Richard Jiang

Senior Lecturer

Digital Health Group, DSI - Foundations, Lancaster Intelligent, Robotic and Autonomous Systems Centre, LIRA - Fundamentals, LIRA - Smart Cities and Mobility, SCC (Data Science)

+44 (0)1524 510519 B44, B - Floor, InfoLab21
Ahmed Kheiri

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

B061, B - Floor, Management School

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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 → 30/06/2024
Research

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
Research

DSI: Nursery management to enhance climate resilience of transplanted trees
11/10/2021 → 27/03/2022
Research

DSI : STOR-i - Efficient Design of Grocery Distribution Networks - Rebecca Hamm
01/10/2021 → 30/09/2024
Research

Biometric-based artificial intelligence to identify suspects of serious crime in large datasets
01/09/2021 → 31/08/2022
Research

DSI: Quantum Imaging for Monitoring of Wellbeing & Disease in Communities
01/06/2021 → 31/05/2026
Research

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 → 31/03/2025
Research

Towards explainable AI4EO: a new frontier to gain trust into the AI (XAI4EO)
01/04/2021 → 31/10/2024
Research

DSI: Effective Diagnosis and Treatment of Age-related Disease Through Time-varying Modelling
01/03/2021 → 30/09/2024
Research

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
Research

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
Research

TAS-S: Trustworthy Autonomous Systems Node in Security
01/11/2020 → 31/10/2024
Research

STOR-i : Machine Learning Predictions and Optimization: Working together for better decisions (Student: Aaditya Bhardwaj)
01/10/2020 → 30/09/2023
Research

DSI: Earth Observation 4 Surface Mass Balance
01/09/2020 → 31/12/2024
Research

H2020 : Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization (TAILOR)
01/09/2020 → 31/08/2024
Research

Understanding and Modelling Electric Vehicle (EV) Charging Behaviour Using Choice Modelling
25/08/2020 → 31/03/2021
Research

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
Research

Integrated Multiomics of Host-bacteria Interactions during C. elegans Gut Infections
31/01/2020 → 30/04/2025
Research

Newsvendor Problems
01/01/2020 → 31/12/2022
Research

Explainable AI for UK agricultural land use decision-making
01/12/2019 → 30/11/2020
Research

Explainable AI for UK agricultural land use decision-making
01/12/2019 → 30/11/2020
Research

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
Research

STORi: Route optimisation for waste collection
01/10/2019 → 31/03/2023
Research

STORi:iCASE: Resource Planning
01/10/2019 → 30/09/2023
Research

IAA: Deep Learning in Massive Area, Multi-scale Resolution Remotely Sensed Imagery (IND Code)
02/09/2019 → 14/08/2020
Research

Investigating the thermosensitivity of cancer cell division dynamics: toward cancer thermotherapies?
01/07/2019 → 30/09/2020
Research

Google Summer of Code 2019
01/05/2019 → 30/09/2019
Research

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
Research

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