Industrial challenges in patent management for design innovation
Conference Proceeding
Vasantha, G., Wodehouse, A., Corney, J., MacLachlan, R., & Jagadeesan, A. (2016)
Industrial challenges in patent management for design innovation. In Proceedings of the 23rd Innovation and Product Development Management Conference
Innovation is critical to sustain in prevailing competitive business environments. Industries need effective innovation strategies in-practice to develop and deliver novel pro...
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...
Industrial challenges in patent management and crowdsourcing patent landscapes for engineering design innovation
Presentation / Conference
Vasantha, G., Wodehouse, A., Corney, J., Maclachlan, R., & Jagadeesan, A. (2016, June)
Industrial challenges in patent management and crowdsourcing patent landscapes for engineering design innovation. Paper presented at 23rd Innovation and Product Development Management Conference, Glasgow
Innovation is critical to sustain in prevailing competitive business environments. Industries need effective innovation strategies in-practice to develop and deliver novel pro...
Spatial anomaly detection in sensor networks using neighborhood information
Journal Article
Bosman, H. H., Iacca, G., Tejada, A., Wörtche, H. J., & Liotta, A. (2017)
Spatial anomaly detection in sensor networks using neighborhood information. Information Fusion, 33, 41-56. https://doi.org/10.1016/j.inffus.2016.04.007
The field of wireless sensor networks (WSNs), embedded systems with sensing and networking capability, has now matured after a decade-long research effort and technological ad...
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...
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...
Influences of integrating touch screen smart board and CAD in collaborative design
Conference Proceeding
Vasantha, G. V. A., Ramesh, H. P., Sugavanam, C. M., Chakrabarti, A., & Corney, J. (2015)
Influences of integrating touch screen smart board and CAD in collaborative design. In DS 79: Proceedings of The Third International Conference on Design Creativity, Indian Institute of Science, Bangalore. , (217-224
Although a digital design tool like CAD has a strong influence on creative design, it is merely used in the detail design stage to present the visualized final product in 3D s...
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...
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...
The impact of head movements on user involvement in mediated interaction
Journal Article
Bamoallem, B. S., Wodehouse, A. J., Mair, G. M., & Vasantha, G. A. (2016)
The impact of head movements on user involvement in mediated interaction. Computers in Human Behavior, 55(A), 424-431. https://doi.org/10.1016/j.chb.2015.09.016
Communication takes place not only through speech, but also through gestures such as facial expressions, gaze, head movements, hand movements and body posture. Although develo...