Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks
Journal Article
Torres Vega, M., Koonen, A. M. J., Liotta, A., & Famaey, J. (2018)
Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks. IEEE Wireless Communications Letters, 7(2), 278-281. https://doi.org/10.1109/lwc.2017.2771771
In light of the extreme radio congestion, the time has come to consider the upper parts of the electromagnetic spectrum. Optical beam-steered wireless communications offer gre...
Decentralized dynamic understanding of hidden relations in complex networks
Journal Article
Mocanu, D. C., Exarchakos, G., & Liotta, A. (2018)
Decentralized dynamic understanding of hidden relations in complex networks. Scientific Reports, 8(1), https://doi.org/10.1038/s41598-018-19356-4
Almost all the natural or human made systems can be understood and controlled using complex networks. This is a difficult problem due to the very large number of elements in s...
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks
Journal Article
Savaglio, C., Pace, P., Aloi, G., Liotta, A., & Fortino, G. (2019)
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks. IEEE Access, 7, 29355-29364. https://doi.org/10.1109/access.2019.2902371
High-density communications in wireless sensor networks (WSNs) demand for new approaches to meet stringent energy and spectrum requirements. We turn to reinforcement learning,...
A topological insight into restricted Boltzmann machines
Journal Article
Mocanu, D. C., Mocanu, E., Nguyen, P. H., Gibescu, M., & Liotta, A. (2016)
A topological insight into restricted Boltzmann machines. Machine Learning, 104(2-3), 243-270. https://doi.org/10.1007/s10994-016-5570-z
Restricted Boltzmann Machines (RBMs) and models derived from them have been successfully used as basic building blocks in deep artificial neural networks for automatic feature...
Advances in designing product-service systems
Journal Article
Vasantha, G. V. A., Roy, R., & Corney, J. R. (2015)
Advances in designing product-service systems. Journal of the Indian Institute of Science, 95, 429-448
Product-Service Systems (PSS) have emerged as a class of hybrid business models that have evolved particular relevance to enterprises operating in a resource-efficient, circul...
Analyzing Objective and Subjective Data in Social Sciences: Implications for Smart Cities
Journal Article
Erhan, L., Ndubuaku, M., Ferrara, E., Richardson, M., Sheffield, D., Ferguson, F. J., …Liotta, A. (2019)
Analyzing Objective and Subjective Data in Social Sciences: Implications for Smart Cities. IEEE Access, 7, 19890-19906. https://doi.org/10.1109/access.2019.2897217
The ease of deployment of digital technologies and the Internet of Things gives us the opportunity to carry out large-scale social studies and to collect vast amounts of data ...
Palimpsest: Improving assisted curation of loco-specific literature
Journal Article
Alex, B., Grover, C., Oberlander, J., Thomson, T., Anderson, M., Loxley, J., …Zhou, K. (2016)
Palimpsest: Improving assisted curation of loco-specific literature. Digital Scholarship in the Humanities, 32(1), 4-16. https://doi.org/10.1093/llc/fqw050
Text mining and information visualisation techniques applied to large-scale historical and literary document collections have enabled new types of humanities research. The ass...
Crowdsourcing solutions to 2D irregular strip packing problems from Internet workers
Journal Article
Vasantha, G. V., Jagadeesan, A. P., Corney, J. R., Lynn, A., & Agrawal, A. (2016)
Crowdsourcing solutions to 2D irregular strip packing problems from Internet workers. International Journal of Production Research, 54(14), 4104-4125. https://doi.org/10.1080/00207543.2015.1102355
Many industrial processes require the nesting of 2D profiles prior to the cutting, or stamping, of components from raw sheet material. Despite decades of sustained academic ef...
Realising the affective potential of patents: a new model of database interpretation for user-centred design
Journal Article
Wodehouse, A., Vasantha, G., Corney, J., Jagadeesan, A., & MacLachlan, R. (2018)
Realising the affective potential of patents: a new model of database interpretation for user-centred design. Journal of Engineering Design, 29(8-9), 484-511. https://doi.org/10.1080/09544828.2018.1448056
This research sets out a new interpretation of the patent database using affective design parameters. While this resource contains a vast quantity of technical information, it...
A Knowledge Flow Model to Capture Unstructured Product Development Processes: A Knowledge Flow Model
Journal Article
Vasantha, G. V. A., Chakrabarti, A., & Corney, J. (2016)
A Knowledge Flow Model to Capture Unstructured Product Development Processes: A Knowledge Flow Model. Knowledge and Process Management, 23(2), 91-109. https://doi.org/10.1002/kpm.1501
Product knowledge emerges from day‐to‐day, ubiquitous interactions executed by engineers. Types of interaction and their associated influence on knowledge activities are often...