Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines
Journal Article
Mocanu, D. C., Bou Ammar, H., Puig, L., Eaton, E., & Liotta, A. (2017)
Estimating 3D trajectories from 2D projections via disjunctive factored four-way conditional restricted Boltzmann machines. Pattern Recognition, 69, 325-335. https://doi.org/10.1016/j.patcog.2017.04.017
Estimation, recognition, and near-future prediction of 3D trajectories based on their two dimensional projections available from one camera source is an exceptionally difficul...
Interactional Differences and Effects Between Collocated and Distributed Design
Conference Proceeding
Vasantha, G. A., Ramesh, H. P., Sugavanam, C. M., Chakrabarti, A., Corney, J., & Wodehouse, A. (2017)
Interactional Differences and Effects Between Collocated and Distributed Design. In International Conference on Research into Design. , (933-944). https://doi.org/10.1007/978-981-10-3518-0_80
Interactions (i.e. modes of operations through which product development knowledge is generated and externalized in the design process) play a vital role in knowledge processe...
The analysis and presentation of patents to support engineering design
Conference Proceeding
Vasantha, G., Corney, J., Maclachlan, R., & Wodehouse, A. (2017)
The analysis and presentation of patents to support engineering design. In Design Computing and Cognition '16. , (209-226). https://doi.org/10.1007/978-3-319-44989-0_12
This paper explores the role of patents in engineering design, and how the extraction and presentation of patent data could be improved for designers. We propose the use of cr...
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...
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...
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...