Machine Learning and Robotics

Gavin Brown
- Machine Learning and Robotics - Professor of Computer Science
Person: Academic
Angelo Cangelosi
- Machine Learning and Robotics - Professor of Machine Learning & Robotics
Person: Academic
Ke Chen
- Machine Learning and Robotics - Senior Lecturer
Person: Academic
Mehdi Hellou
- Machine Learning and Robotics - Marie Curie Early Stage Researcher
- Department of Computer Science
Person: Academic, Doctor of Philosophy
Samuel Kaski
- Machine Learning and Robotics - Professor of Artificial Intelligence
Person: Academic

An ensemble dynamic self-learning model for multiscale carbon price forecasting
Zhang, W., Wu, Z., Zeng, X. & Zhu, C., 15 Jan 2023, In: Energy. 263, C, 125820.
Research output: Contribution to journal › Article › peer-review
Human-robot collaboration and machine learning: a systematic review of recent research
Semeraro, F., Griffiths, A. & Cangelosi, A., 1 Feb 2023, In: Robotics and Computer-Integrated Manufacturing.
Research output: Contribution to journal › Article › peer-review

Open Access
Affective Human-Robot Interaction with Multimodal Explanations
Zhu, H., Yu, C. & Cangelosi, A., 14 Oct 2022, (Accepted/In press) International Conference on Social Robotics 2022.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
A free-standing humidity sensor with high sensing reliability for environmental and wearable detection
Yi, Y., Yu, C., Zhai, H., Jin, L., Cheng, D., Lu, Y., Chen, Z., Xu, L., Li, J., Song, Q., Yue, P., Liu, Z. & Li, Y., 1 Dec 2022, In: Nano Energy. 103, 11 p., 107780.
Research output: Contribution to journal › Article › peer-review

Open Access
File
53 Downloads (Pure)
Assessment of non-directed computer-use behaviours in the home can indicate early cognitive impairment: A proof of principle longitudinal study.
Stringer, G., Couth, S., Hein, H., Bull, C., Gledson, A., Keane, J., Rayson, P., Sutcliffe, A., Sawyer, P., Zeng, X., Montaldi, D., Brown, L. J. E. & Leroi, I., 21 Jan 2022, (Accepted/In press) In: Aging and Mental Health.
Research output: Contribution to journal › Article › peer-review

2 Not started
3 Finished
6 Active

MUSAE: MUSAE - a human-centred factory for a future technological sustainable development driven by arts
Cangelosi, A.
1/09/22 → 31/08/25
Project: Research
Decomposition based process planning of CNC machining
Wang, C. C. L., Embury, S. & Zeng, X.
1/03/22 → 31/08/24
Project: Research
Centre for Digital Trust and Society
Barrett, E., Allmendinger, R., Elliot, M., Lord, N., Cordeiro, L., Gibson, R., Papamarkou, T., Dresner, D., Buil Gil, D., Aldridge, J., Duncan, P., Banach, R., Brown, G., Dennis, L., Fisher, M., Korovin, K., Kotselidis, C., Luján, M., Mustafa, M., Olivier, P., Reger, G., Zhang, N., Hodgkinson, G., Gulati, S., Ainsworth, J., Chen, Y., Green, B., Healey, M., Uyarra, E., Zachariadis, M., Little, C., Mackey, E., Nenadic, G., Keane, J., Shlomo, N., Laskowski, N., Jarwar, M. A., Shariati Samani, S., Smith, D., Kambites, M., Thorpe, M., Rowley, P., Flynn, S., Turner, P., Wainwright, V., Czerwinsky, A., Nini, A., Broad, R., Shute, J., Deakin, J., Taboada, P., Knight, P., Hutchings, S., Whyte, J., Tolz-Zilitinkevic, V., Pilkington, H., Guharoy, S., Nicolo, A., Reggiani, C., Garcia Oliva, J., Van Someren, A., Bon, E., Cantijoch Cunill, M., Koch, D. & Chen, Y.
11/05/21 → …
Project: Other
TRAINCREASE: From Social Interaction to Abstract Concepts and Words: Towards Human-centered Technology Development (TRAINCREASE)
Cangelosi, A.
1/01/21 → 31/12/23
Project: Research
PERSEO: European Training Network on PErsonalized Robotics as SErvice Oriented applications
Cangelosi, A.
1/01/21 → 31/12/24
Project: Research

4 Organising a conference, workshop, exhibition, performance, inquiry, course etc
4 Editorial work
4 Publication peer-review
1 Invited talk

Generalization Bounds for DeepONets while Solving Differential Equations
Anirbit Mukherjee (Speaker)
Dec 2022
Activity: Talk or presentation › Invited talk
Communications in Computational Physics (Journal)
Anirbit Mukherjee (Peer reviewer of publications)
2022
Activity: Publication peer-review and editorial work › Publication peer-review
Journal of Machine Learning Research (Journal)
Anirbit Mukherjee (Peer reviewer of publications)
2022
Activity: Publication peer-review and editorial work › Publication peer-review
Machine Learning (Journal)
Anirbit Mukherjee (Peer reviewer of publications)
2021
Activity: Publication peer-review and editorial work › Publication peer-review
IEEE Transactions on Information Theory (Journal)
Anirbit Mukherjee (Peer reviewer of publications)
2021
Activity: Publication peer-review and editorial work › Publication peer-review

2019 IEEE ICDL-EPIROB Modelbot Award
Serhan, Baris (Recipient) & Cangelosi, Angelo (Recipient), 21 Aug 2019
Prize: Prize (including medals and awards)

File
Inaugural MINDS (JHU) Data Science Fellowship for 2019/2020
Mukherjee, Anirbit (Recipient), 2019
Prize: Fellowship awarded competitively
Microsoft European Retail Application Developer (RAD) Awards for PriceStratTM (intelligent pricing decision support software system for retails) in 2003 with KSS Ltd
Zeng, Xiaojun (Recipient), 2003
Prize: Prize (including medals and awards)
Walter L. Robb Fellowship
Mukherjee, Anirbit (Recipient), Nov 2018
Prize: Fellowship awarded competitively

DAILY EXPRESS: Sunak urged to deploy immediate investment to tackle inflation crisis
Angelo Cangelosi
29/01/22
1 Media contribution
Press/Media: Expert comment
MAIL ONLINE: Computers made from HUMAN CELLS: PCs of the future could be made smaller and faster by creating chips based on proteins found in our bodies
Ross King
23/10/18
1 Media contribution
Press/Media: Expert comment
MAIL ONLINE: Robot scientist finds a toothpaste ingredient could help in the fight against malaria
Ross King
18/01/18 → 19/01/18
2 items of Media coverage
Press/Media: Research
THE TIMES: The robots are coming . . . to the rescue
Gavin Brown
2/12/17
1 Media contribution
Press/Media: Expert comment
Interview and robot experiments in "The Hyper Evolution of Robots" (BBC Documentary)
Angelo Cangelosi
2/08/17
1 Media contribution
Press/Media: Other

Machine Learning and Robotics

Network

Dive into details

Gavin Brown

Angelo Cangelosi

Ke Chen

Mehdi Hellou

Samuel Kaski

An ensemble dynamic self-learning model for multiscale carbon price forecasting

Human-robot collaboration and machine learning: a systematic review of recent research

Affective Human-Robot Interaction with Multimodal Explanations

A free-standing humidity sensor with high sensing reliability for environmental and wearable detection

Assessment of non-directed computer-use behaviours in the home can indicate early cognitive impairment: A proof of principle longitudinal study.

MUSAE: MUSAE - a human-centred factory for a future technological sustainable development driven by arts

Decomposition based process planning of CNC machining

Centre for Digital Trust and Society

TRAINCREASE: From Social Interaction to Abstract Concepts and Words: Towards Human-centered Technology Development (TRAINCREASE)

PERSEO: European Training Network on PErsonalized Robotics as SErvice Oriented applications

Generalization Bounds for DeepONets while Solving Differential Equations

Communications in Computational Physics (Journal)

Journal of Machine Learning Research (Journal)

Machine Learning (Journal)

IEEE Transactions on Information Theory (Journal)

Rice genotype and phenotype data.

Keyboard and Mouse Data from a First-Person Shooter: Red Eclipse

Predicting Rice Phenotypes with Meta and Multi-Target Learning

R code and data for "An evaluation of machine-learning for predictive Genome Wide Association Studies" (to appear)

Predicting Rice Phenotypes with Meta-Learning

2019 IEEE ICDL-EPIROB Modelbot Award

Inaugural MINDS (JHU) Data Science Fellowship for 2019/2020

Microsoft European Retail Application Developer (RAD) Awards for PriceStratTM (intelligent pricing decision support software system for retails) in 2003 with KSS Ltd

Walter L. Robb Fellowship

DAILY EXPRESS: Sunak urged to deploy immediate investment to tackle inflation crisis

MAIL ONLINE: Computers made from HUMAN CELLS: PCs of the future could be made smaller and faster by creating chips based on proteins found in our bodies

MAIL ONLINE: Robot scientist finds a toothpaste ingredient could help in the fight against malaria

THE TIMES: The robots are coming . . . to the rescue

Interview and robot experiments in "The Hyper Evolution of Robots" (BBC Documentary)

Machine Learning and Robotics

Network

Profiles

Research output

Projects

Activities

Datasets

Prizes

Press / Media