Analysis and optimization based on reusable knowledge base of process performance models
Brodsky, Alexander, Shao, Guodong, Krishnamoorthy, Mohan, Narayanan, Anantha, Menascé, Daniel, Ak, Ronay
Published in International journal of advanced manufacturing technology (2017)
Published in International journal of advanced manufacturing technology (2017)
Get full text
Journal Article
Two Machine Learning Approaches for Short-Term Wind Speed Time-Series Prediction
Ak, Ronay, Fink, Olga, Zio, Enrico
Published in IEEE transaction on neural networks and learning systems (01.08.2016)
Published in IEEE transaction on neural networks and learning systems (01.08.2016)
Get full text
Journal Article
A survey of the advancing use and development of machine learning in smart manufacturing
Sharp, Michael, Ak, Ronay, Hedberg, Thomas
Published in Journal of manufacturing systems (01.07.2018)
Published in Journal of manufacturing systems (01.07.2018)
Get full text
Journal Article
A survey on knowledge transfer for manufacturing data analytics
Bang, Seung Hwan, Ak, Ronay, Narayanan, Anantha, Lee, Y. Tina, Cho, Hyunbo
Published in Computers in industry (01.01.2019)
Published in Computers in industry (01.01.2019)
Get full text
Journal Article
Analysis and optimization in smart manufacturing based on a reusable knowledge base for process performance models
Brodsky, Alexander, Guodong Shao, Krishnamoorthy, Mohan, Narayanan, Anantha, Menasce, Daniel, Ak, Ronay
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
Get full text
Conference Proceeding
NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment
Ak, Ronay, Li, Yanfu, Vitelli, Valeria, Zio, Enrico, López Droguett, Enrique, Magno Couto Jacinto, Carlos
Published in Expert systems with applications (01.03.2013)
Published in Expert systems with applications (01.03.2013)
Get full text
Journal Article
Automatic localization of casting defects with convolutional neural networks
Ferguson, Max, Ak, Ronay, Lee, Yung-Tsun Tina, Law, Kincho H.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Get full text
Conference Proceeding
Predictive Model Markup Language (PMML) Representation of Bayesian Networks: An Application in Manufacturing
Nannapaneni, Saideep, Narayanan, Anantha, Ak, Ronay, Lechevalier, David, Sexton, Thurston, Mahadevan, Sankaran, Lee, Yung-Tsun Tina
Published in Smart and sustainable manufacturing systems (02.10.2018)
Published in Smart and sustainable manufacturing systems (02.10.2018)
Get more information
Journal Article
Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG
Moreira, Gabriel de Souza P, Ak, Ronay, Schifferer, Benedikt, Xu, Mengyao, Osmulski, Radek, Oldridge, Even
Year of Publication 11.09.2024
Year of Publication 11.09.2024
Get full text
Journal Article
NV-Retriever: Improving text embedding models with effective hard-negative mining
Moreira, Gabriel de Souza P, Osmulski, Radek, Xu, Mengyao, Ak, Ronay, Schifferer, Benedikt, Oldridge, Even
Year of Publication 22.07.2024
Year of Publication 22.07.2024
Get full text
Journal Article
Data analytics and uncertainty quantification for energy prediction in manufacturing
Ak, Ronay, Bhinge, Raunak
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
Published in 2015 IEEE International Conference on Big Data (Big Data) (01.10.2015)
Get full text
Conference Proceeding
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation
Gabriel de Souza P Moreira, Rabhi, Sara, Ak, Ronay, Md Yasin Kabir, Oldridge, Even
Published in arXiv.org (11.07.2021)
Published in arXiv.org (11.07.2021)
Get full text
Paper
Journal Article