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Research Output 1994 2019

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

Quality of experience and quality of service metrics for 3D content

Barreda-Ángeles, M., Battisti, F., Boato, G., Carli, M., Dumic, E., Gelautz, M., Hewage, C., Kukolj, D., Le-Callet, P., Liotta, A., Pasquini, C., Pereda-Baños, A., Politis, C., Sandic, D., Tekalp, M., Torres-Vega, M. & Zlokolica, V., 2019, Signals and Communication Technology. Assunção, P. & Gotchev, A. (eds.). Cham: Springer Open, p. 267-297 31 p. (Signals and Communication Technology)

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Multimedia systems
Quality of service
Human engineering
Jitter
Throughput

Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems

Gopalakrishna, A. K., Ozcelebi, T., Lukkien, J. J. & Liotta, A., 1 Nov 2019, In : Future Generation Computer Systems. 100, p. 1005-1016 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Cognitive systems
Learning algorithms
Learning systems
Lighting
Decision making
2 Citations (Scopus)

Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance

Cauteruccio, F., Fortino, G., Guerrieri, A., Liotta, A., Mocanu, D. C., Perra, C., Terracina, G. & Torres Vega, M., 1 Jan 2019, In : Information Fusion. 52, p. 13-30

Research output: Contribution to journalArticleAcademicpeer-review

Learning systems
Wireless sensor networks
Sensors
Heterogeneous networks
Cloud computing
2018
7 Citations (Scopus)

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, 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
5 Citations (Scopus)

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

Reinforcement learning
Advanced metering infrastructures
Energy management systems
Electric vehicles
Power generation
9 Citations (Scopus)

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
14 Citations (Scopus)

Self-learning power control in wireless sensor networks

Chincoli, M. & Liotta, A., 1 Feb 2018, In : Sensors (Switzerland). 18, 2, 29 p., 375

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
power transmission
Power transmission
Power control
learning
Wireless sensor networks

Smart transmission power control for dependable wireless sensor networks

Chincoli, M., 24 Apr 2018, Eindhoven: Technische Universiteit Eindhoven. 139 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
Power control
Wireless sensor networks

Time-scheduled network evaluation based on interference

van der Lee, T., Liotta, A. & Exarchakos, G., 16 May 2018, Proceedings - 2018 IEEE International Conference on Cloud Engineering, IC2E 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 323-332 10 p.

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

Topology
Communication
Experiments
Internet of things
22 Citations (Scopus)

Towards multi-layer interoperability of heterogeneous IoT platforms: the INTER-IoT approach

Fortino, G., Savaglio, C., Palau, C. E., de Puga, J. S., Ghanza, M., Paprzycki, M., Montesinos, M., Liotta, A. & Llop, M., 1 Jan 2018, Integration, Interconnection, and Interoperability of IoT Systems. Gravina, R., Palau, C. E., Manso, M., Liotta, A. & Fortino, G. (eds.). Dordrecht: Springer, p. 199-232 34 p. (Internet of Things Book Series (ITTCC))

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

interoperability
Interoperability
platforms
ecosystems
health
2 Citations (Scopus)

Transmission power control in WSNs : from deterministic to cognitive methods

Chincoli, M. & Liotta, A., 2018, Integration, Interconnection, and Interoperability of IoT Systems. Gravina, R., Palau, C. E., Manso, M., Liotta, A. & Fortino, G. (eds.). Cham: Springer, p. 39-57 19 p. (Internet of Things)

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

power transmission
Power control
Wireless sensor networks
intelligence
sensors
2017
7 Citations (Scopus)

Big IoT data mining for real-time energy disaggregation in buildings

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 9 Feb 2017, Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2016), 9-12 October 2016, Budapest, Hungary. Piscataway: Institute of Electrical and Electronics Engineers, p. 003765-003769

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

Open Access
File
Smart meters
Data mining
Domestic appliances
Learning systems
Electric power utilization

Big IoT data mining for real-time energy disaggregation in buildings (extended abstract)

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 10 Jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning. Duijvesteijn, W., Pechenizkiy, M., Fletcher, G., Menkovski, V., Postma, E., Vanschoren, J. & van der Putten, P. (eds.). p. 173-174 2 p.

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

Open Access
File
Smart meters
Data mining
Internet of things
Deep learning

Cognitive management and control of high speed indoor optical wireless networks

Torres Vega, M., 26 Sep 2017, Eindhoven: Technische Universiteit Eindhoven. 169 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
1 Citation (Scopus)

Combining smart lighting and radio fingerprinting for improved indoor localization

Kanaris, L., Kokkinis, A., Liotta, A. & Stavrou, S., 1 Aug 2017, Proceedings of the 2017 IEEE 14th International Conference on Networking, Sensing and Control, ICNSC 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 447-452 6 p. 8000134

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

Fingerprinting
illuminating
Lighting
positioning
Positioning
4 Citations (Scopus)

DeepEddy: a simple deep architecture for mesoscale oceanic eddy detection in SAR images

Huang, D., Du, Y., He, Q., Song, W. & Liotta, A., 1 Aug 2017, Proceedings of the 2017 IEEE 14th International Conference on Networking, Sensing and Control, ICNSC 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 673-678 6 p. 8000171

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

Ocean currents
Synthetic Aperture
synthetic aperture radar
Synthetic aperture radar
Climate change
20 Citations (Scopus)

Deep learning for quality assessment in live video streaming

Torres Vega, M., Mocanu, D. C., Famaey, J., Stavrou, S. & Liotta, A., Jun 2017, In : IEEE Signal Processing Letters. 24, 6, p. 736 - 740

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Unsupervised learning
Video Streaming
Video streaming
Quality Assessment
Video Quality
1 Citation (Scopus)

Distributed TSCH scheduling: a comparative analysis

Van Der Lee, T., Exarchakos, G. & Liotta, A., 27 Nov 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 3517-3522 6 p.

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

Comparative Analysis
Scheduling
Wireless sensor networks
Wireless Sensor Networks
Arbitrary
1 Citation (Scopus)

Effect of lossy networks on stereoscopic 3D-video streams

Torres Vega, M., Perra, C., Mocanu, D. C. & Liotta, A., 20 Jul 2017, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting 2017 (BMSB17), 7-9 June 2017, Cagliari, Italy. Piscataway: Institute of Electrical and Electronics Engineers, p. 1-4

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

Open Access
File
Packet loss
Testbeds
5 Citations (Scopus)

Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines

Mocanu, D. C., Bou Ammar, H., Puig, L., Eaton, E. & Liotta, A., 1 Sep 2017, In : Pattern Recognition. 69, p. 325-335 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Trajectories
Factorization
Electron energy levels
Tensors
Time series
4 Citations (Scopus)

Evaluating machine learning algorithms for applications with humans in the loop

Kota Gopalakrishna, A., Ozcelebi, T., Lukkien, J. J. & Liotta, A., 2017, Proceedings of the IEEE 14th International Conference on Networking, Sensing and Control (ICNSC). Piscataway: Institute of Electrical and Electronics Engineers, p. 459-464 6 p.

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

Learning algorithms
Learning systems
Lighting
Human engineering
1 Citation (Scopus)

Fast millimeter wave assisted beam-steering for passive indoor optical wireless networks

Vega, M. T., Koonen, A. M. J., Liotta, A. & Famaey, J., 8 Nov 2017, In : IEEE Wireless Communications Letters. 7, 2, p. 278 - 281

Research output: Contribution to journalArticleAcademicpeer-review

Millimeter waves
Wireless networks
Mobile devices
Bandwidth
Communication
16 Citations (Scopus)

Fusing bluetooth beacon data with Wi-Fi radiomaps for improved indoor localization

Kanaris, L., Kokkinis, A., Liotta, A. & Stavrou, S., 10 Apr 2017, In : Sensors (Switzerland). 17, 4, 812

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
beacons
Wi-Fi
Bluetooth
Dermatoglyphics
Body sensor networks
4 Citations (Scopus)

Impact of transmission power control in multi-hop networks

Kotian, R., Exarchakos, G., Stavros, S. & Liotta, A., 1 Oct 2017, In : Future Generation Computer Systems. 75, p. 94-107 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

Power control
Power transmission
Internet of things
1 Citation (Scopus)

In-node cognitive power control in Wireless Sensor Networks

Chincoli, M. & Liotta, A., 29 Jun 2017, 2017 IEEE International Conference on Communications Workshops, ICC Workshops 2017. Institute of Electrical and Electronics Engineers, p. 1099-1104 6 p. 7962805

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

Power transmission
Power control
Wireless sensor networks
Packet loss
Interoperability

Network computations in artificial intelligence

Mocanu, D. C., 29 Jun 2017, Eindhoven: Technische Universiteit Eindhoven. 135 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
7 Citations (Scopus)

plexi: adaptive re-scheduling web-service of time synchronized low-power wireless networks

Exarchakos, G., Oztelcan, I., Sarakiotis, D. & Liotta, A., 1 Mar 2017, In : Journal of Network and Computer Applications. 81, p. 62-73 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Web services
Wireless networks
Scheduling
Monitoring
Network performance
18 Citations (Scopus)

Predictive no-reference assessment of video quality

Torres Vega, M., Mocanu, D. C., Stavrou, S. & Liotta, A., 2017, In : Signal Processing : Image Communication. 52, p. 20-32

Research output: Contribution to journalArticleAcademicpeer-review

Learning systems
Learning algorithms
Quality control
Testing

Quality of fingerprint radiomaps for positioning systems

Kanaris, L., Kokkinis, A., Liotta, A. & Stavrou, S., 31 Jul 2017, Proceedings of the 24th International Conference on Telecommunications: Intelligence in Every Form, ICT 2017. Piscataway: Institute of Electrical and Electronics Engineers, 5 p. 7998235

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

Probability distributions
8 Citations (Scopus)

Relevance in cyber-physical systems with humans in the loop

Gopalakrishna, A. K., Ozcelebi, T., Lukkien, J. J. & Liotta, A., 2017, In : Concurrency and Computation : Practice & Experience. 29, 3, p. 1-18 18 p., e3827

Research output: Contribution to journalArticleAcademicpeer-review

Learning algorithms
Learning systems
Output
Lighting
Learning Algorithm
1 Citation (Scopus)

Reliable low-power wireless networks over unstable transmission power

Kotian, R., Exarchakos, G. & Liotta, A., 1 Aug 2017, Proceedings of the 2017 IEEE 14th International Conference on Networking, Sensing and Control, ICNSC 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 801-806 6 p. 8000193

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

power transmission
Power transmission
Wireless Networks
Wireless networks
Unstable

Reliable transmission power control for Internet of Things

Kotian, R., 19 Jun 2017, Eindhoven: Technische Universiteit Eindhoven. 156 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
31 Citations (Scopus)

Spatial anomaly detection in sensor networks using neighborhood information

Bosman, H. H. W. J., Iacca, G., Tejada, A., Wörtche, H. J. & Liotta, A., Jan 2017, In : Information Fusion. 33, p. 41-56

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Sensor networks
Wireless sensor networks
Data fusion
Sensors
Sensor nodes
2 Citations (Scopus)

TSCH schedules assessment

van der Lee, T., Liotta, A. & Exarchakos, G., 1 Aug 2017, Proceedings of the 2017 IEEE 14th International Conference on Networking, Sensing and Control, ICNSC 2017. Piscataway: Institute of Electrical and Electronics Engineers, p. 696-701 6 p. 8000175

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

schedules
Wireless sensor networks
Schedule
Topology
Network performance
6 Citations (Scopus)

Unsupervised deep learning for real-time assessment of video streaming services

Torres Vega, M., Mocanu, D. C. & Liotta, A., 30 Oct 2017, In : Multimedia Tools and Applications. 76, 21, p. 22303-22327 25 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Video streaming
Benchmarking
Learning systems
Scalability
Degradation
2016
15 Citations (Scopus)

An experimental survey of no-reference video quality assessment methods

Torres Vega, M., Sguazzo, V., Mocanu, D. C. & Liotta, A., 1 Apr 2016, In : International Journal of Pervasive Computing and Communications. 12, 1, p. 66-86

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Video Quality
Quality Assessment
Metric
Packet loss
Image compression

Anomaly detection in networked embedded sensor systems

Bosman, H. H. W. J., 12 Sep 2016, Eindhoven: Technische Universiteit Eindhoven. 133 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)Academic

Open Access
File
2 Citations (Scopus)

A regression method for real-time video quality evaluation

Torres Vega, M., Mocanu, D. C. & Liotta, A., 29 Nov 2016, MoMM '16 : Proceedings of the 14th International Conference on Advances in Mobile Computing and Multimedia, 28-30 November 2016, Singapore, Singapore. Abdulrazak, B., Pardede, E., Steinbauer, M., Khalil, I. & Anderst-Kotsis, G. (eds.). New York: Association for Computing Machinery, Inc, p. 217-224 8 p.

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

Open Access
File
Computational complexity
Wireless networks
19 Citations (Scopus)

A task-oriented framework for networked wearable computing

Galzarano, S., Giannantonio, R., Liotta, A. & Fortino, G., 5 Apr 2016, In : IEEE Transactions on Automation Science and Engineering. 13, 2, p. 621 - 638 18 p.

Research output: Contribution to journalArticleAcademicpeer-review

Signal processing
Body sensor networks
Embedded systems
Industry
25 Citations (Scopus)

A topological insight into restricted Boltzmann machines

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., Sep 2016, In : Machine Learning. 104, 2, p. 243-270 28 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Neurons
Topology
Feature extraction
Neural networks
Costs

A topological insight into restricted Boltzmann machines (extented abstract)

Mocanu, D. C., Mocanu, E., Nguyen, H. P., Gibescu, M. & Liotta, A., 11 Nov 2016, Proceedings of the 28th Benelux Conference on Artificial Intelligence (BNAIC2016), 10-11 November 2016, Amsterdam, Netherlands. 2 p.

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

Open Access
File
Graph theory
Complex networks
Feature extraction
Deep neural networks
7 Citations (Scopus)

Interference mitigation through adaptive power control in wireless sensor networks

Chincoli, M., Bacchiani, C., Syed, A., Exarchakos, G. & Liotta, A., 12 Jan 2016, 2015 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2015, 9-12 October 2015, Kowloon Tong, Hong Kong. Piscataway: Institute of Electrical and Electronics Engineers, p. 1303-1308 6 p. 7379364

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

Power control
Wireless sensor networks
Network performance
Topology
Communication

Learning networks for complex interconnections

Mocanu, D. C., Exarchakos, G. & Liotta, A., 13 Jun 2016 1 p.

Research output: Contribution to conferenceAbstractAcademic

Open Access
File

Message from the I4T 2016 workshop chairs

Fortino, G., Palau, C. E., Liotta, A. & Manso, M., 17 May 2016, 2016 IEEE 1st International Conference on Internet-of-Things Design and Implementation, IoTDI 2016. Piscataway: Institute of Electrical and Electronics Engineers, p. XI

Research output: Chapter in Book/Report/Conference proceedingForeword/postscriptAcademic

Open Access

Online contrastive divergence with generative replay: experience replay without storing data

Mocanu, D. C., Torres Vega, M., Eaton, E., Stone, P. & Liotta, A., 18 Oct 2016, In : arXiv. 16 p., 1610.05555

Research output: Contribution to journalArticleAcademic

File
Reinforcement learning
Data storage equipment
Unsupervised learning
Supervised learning
Learning algorithms
13 Citations (Scopus)

Power control in wireless sensor networks with variable interference

Chincoli, M., Syed, A. A., Exarchakos, G. & Liotta, A., 8 Jun 2016, In : Mobile Information Systems. 2016, p. 1-10 3592581

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Power control
Wireless sensor networks
Network performance
Topology
Communication
6 Citations (Scopus)

Predictive power control in wireless sensor networks

Chincoli, M., Syed, A., Mocanu, D. C. & Liotta, A., 2016, Proceedings 2016 IEEE International Conference on Internet-of-Things Design and Implementation (IoTDI 2016), Berlin, Germany, 4-8 April 2016. Piscataway: Institute of Electrical and Electronics Engineers, p. 309-312

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

Power control
Wireless sensor networks
Learning systems
Communication
Network performance
1 Citation (Scopus)

Real time 10Gb-ethernet transmission over 2D indoor passive beam steered optical wireless system based on high port arrayed waveguide gratings

Khalid, A. M., Torres Vega, M., Mekonnen, K. A., Cao, Z., Liotta, A. & Koonen, A. M. J., 5 Dec 2016, 42nd European Conference on Optical Communications (ECOC 2016) . Institute of Electrical and Electronics Engineers

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

beam steering
Ethernet
safety
delivery
gratings