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Personal profile

Research profile

Antonio Liotta is a Full Professor in the Department of Electrical Engineering at Eindhoven University of Technology (TU/e). His areas of expertise include complex networks and various aspects of networking, telecommunications, multimedia, Intelligent systems, Data Science and networking. With his team, he explores network and data science in the context of complex communications and smart sensing, particularly Data Mining and the Internet of Things.

Antonio studies new network concepts that will allow us to tackle the IoT data deluge as a distributed data-mining problem, bringing future internet research efforts alongside data science. His group has pioneered the concept of learning networks, which has the potential to reshape the networks of the future. His work on smart networks has been featured in IEEE Spectrum and has recently reached an important milestone with the demonstration of miniature machine learning processes within sensors having as little as 10Kbytes of memory.

Academic background

Antonio Liotta received an MSc in Electronic and Computer Engineering from the University of Pavia, Italy, an MSc in ICT (with honors) from the Politecnico Milano, Italy and a PhD in Computer Science from University College London. He has held previous position at the  University of Surrey and University of Essex before joining TU/e. Antonio is also a Visiting Professor at the University of Derby, Founding Chair of the Smart Networks group,  Co-founding Chair of the Data Science Center, Scientific board member at the Institute for Research in ICT, Contributing Chair to the Center for Wireless Technology, the Netherlands Institute for Research on ICT, and the Eindhoven Intelligent Lighting Institute and Scientific Advisor of Fractal Networx and SmartDutch.

Antonio is a fellow of HEA and IARIA, a Senior Member of IEEE and CNI and a member of KIVI. He is on several IEEE Technical Committees and Editor-in-Chief of Internet of Things: Technology, Communications and Computing, Associate Editor, Journal of Network and System Management (Springer), Associate Editor, International Journal of Network Management and Editorial Board member of JNCA, JMM, IJMCS, IJDMB, IJDSN, CS&EIJ.

Education/Academic qualification

University College London

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

Video streaming Engineering & Materials Science
Wireless sensor networks Engineering & Materials Science
Learning systems Engineering & Materials Science
Quality of service Engineering & Materials Science
Video on demand Engineering & Materials Science
Packet loss Engineering & Materials Science
Learning algorithms Engineering & Materials Science
Internet Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 1994 2019

Interference graphs to monitor and control schedules in low-power WPAN

van der Lee, T., Liotta, A. & Exarchakos, G., 1 Apr 2019, In : Future Generation Computer Systems. 93, p. 111-120 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Personal communication systems
Network performance
Monitoring
Costs
Internet of things
3 Citations

Decentralized dynamic understanding of hidden relations in complex networks

Mocanu, D. C., Exarchakos, G. & Liotta, A., 25 Jan 2018, In : Scientific Reports. 8, 1, 15 p., 1571

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Complex networks
games
Electric network analysis
Artificial intelligence
network analysis

Density and transmission power in intelligent wireless sensor networks

Chincoli, M., Stavrou, S. & Liotta, A., 28 Aug 2018, 2018 14th International Wireless Communications and Mobile Computing Conference, IWCMC 2018. Institute of Electrical and Electronics Engineers (IEEE), p. 1518-1523 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Power transmission
Wireless Sensor Networks
Wireless sensor networks
Power control
Power Control
3 Citations

On-line building energy optimization using deep reinforcement learning

Mocanu, E., Mocanu, D. C., Nguyen, H. P., Liotta, A., Webber, M. E., Gibescu, M. & Slootweg, J. G., 8 May 2018, In : IEEE Transactions on Smart Grid.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Reinforcement learning
Advanced metering infrastructures
Energy management systems
Electric vehicles
Power generation
2 Citations

Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science

Mocanu, D. C., Mocanu, E., Stone, P., Nguyen, H. P., Gibescu, M. & Liotta, A., 19 Jun 2018, In : Nature Communications. 9, 1, 12 p., 2383

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
education
Learning
Neural networks
Neural Networks (Computer)
Artificial Intelligence

Activities 2014 2014

  • 1 Editorial activity

Journal of Network and Systems Management (Journal)

Liotta, A. (Editorial board member)
2014

Activity: Publication peer-review and editorial workEditorial activityScientific

Courses

Advanced network protocols

1/09/1531/08/19

Course

Press / Media

Derby scientists help make international artificial intelligence breakthrough

Antonio Liotta

27/06/1828/06/18

3 items of media coverage

Press/Media: Expert Comment

Student theses

A wireless mesh network for smart metering

Author: Geelen, D., 31 Jan 2012

Supervisor: Liotta, A. (Supervisor 1), van Kempen, G. (External person) (Supervisor 2) & van Hoogstraten, F. (External person) (Supervisor 2)

Student thesis: Master

File

Knowledge interpretation for smart environments using microcontrollers

Author: Dasam, S., 31 Oct 2011

Supervisor: Liotta, A. (Supervisor 1) & Syed, A. (External person) (Supervisor 2)

Student thesis: Master

File

Node counting in a wireless sensor network

Author: Negi, A., 31 Aug 2013

Supervisor: Liotta, A. (Supervisor 1), Exarchakos, G. (Supervisor 2), van der Wateren, F. (External person) (External coach) & Pai, R. (External person) (External coach)

Student thesis: Master

File

Privacy concerns and business propositions for localization services based on small cell Wi-Fi network architectures

Author: Greben, S., 31 Aug 2017

Supervisor: Sadowski, B. (Supervisor 1), Smits, J. (Supervisor 2) & Liotta, A. (Supervisor 2)

Student thesis: Master

File

Towards sustainable wireless sensor networks: tradeoffs between data redundancy and information fidelity

Author: Becht, T., 31 Aug 2017

Supervisor: Sadowski, B. (Supervisor 1), Liotta, A. (Supervisor 2) & Nomaler, Z. (Supervisor 2)

Student thesis: Master

File