Challenges and opportunities in transforming laser system industry to deliver integrated product and service offers
Conference Proceeding
Vasantha, G., Roy, R., & Corney, J. (2014)
Challenges and opportunities in transforming laser system industry to deliver integrated product and service offers. In H. Afsarmanesh, & L. M. Camarinha-Matos (Eds.), Collaborative Systems for Smart Networked Environments, 127-134. https://doi.org/10.1007/978-3-662-44745-1_12
Laser system industry is a complex network entity that includes laser component manufacturer, laser manufacturer, system integrator, laser job shop, laser process developer an...
The impact of cultural aspects on the design process
Conference Proceeding
Felgen, L., Grieb, J., Lindemann, U., Pulm, U., Chakrabati, A., & Vijaykumar, G. (2004)
The impact of cultural aspects on the design process. In D. Marjanović (Ed.), DS 32: Proceedings of DESIGN 2004, the 8th International Design Conference. , (1475-1480
Due to increasing globalisation, the development of products is no longer restricted to one place, it is more and more characterised by distributed design teams, who work in d...
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...
A novel hybrid intelligence approach for 2D packing through internet crowdsourcing
Conference Proceeding
Agrawal, A., Yadav, P., Upadhyay, C. K., Corney, J. R., Vasantha, G. A., Jagadeesan, A., & Lynn, A. (2015)
A novel hybrid intelligence approach for 2D packing through internet crowdsourcing. In Technological Innovation in ICT for Agriculture and Rural Development (TIAR), 2015 IEEE, 33-39. https://doi.org/10.1109/TIAR.2015.7358527
Packing problems on its current state are being utilized for wide area of industrial applications. The aim of present research is to create and implement an intelligent system...
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 ...
Relative energy consumption of low-cost 3D printers
Conference Proceeding
Walls, S., Corney, J., & Vasantha, G. (2014)
Relative energy consumption of low-cost 3D printers. In F. Rehman, N. Woodfine, & R. Marasini (Eds.), Advance in Manufacturing Technology XXVIII: Proceedings of the 12th International Conference on Manufacturing Research
The potential of low cost, 3D printing to support distributed manufacture in remote, rural communities has been noted by several observers. However the economic practicality o...