Authors: Gilliland, Rory Lewis
Contributors: MacDonald, M. Ethan, Lewis, Ian A., Dingle, Tanis C., Lee, Joon, Messier, Geoffrey
Subject Terms: Machine Learning, Genomics, Proteomics, Artificial Intelligence, Bloodstream Infection, Bacteremia, Biomarkers, Microbiology, Engineering--Biomedical, Biochemistry
File Description: application/pdf
Relation: Gilliland, R. L. (2024). A systematic machine learning-based investigation of bloodstream infection biomarkers to predict clinical outcome (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/118424
Availability: https://hdl.handle.net/1880/118424
Authors: Sanguinetti, V. Margarita, Ishaque, Hanan, Nelson, Francine, Ganshorn, Heather, Lhermie, Guillaume
Subject Terms: precision agriculture, smart agriculture, sensors, airborne devices, satellites, machine learning
File Description: application/pdf
Relation: Sanguinetti, V. M., Ishaque, H., Nelson, F., Ganshorn, H., & Lhermie, G. (2024). Protocol for a scoping review on agricultural digital technologies in Canada used for crops [Protocol]. University of Calgary.; https://hdl.handle.net/1880/118396
Availability: https://hdl.handle.net/1880/118396
Authors: Rahmanifard, Hamid
Contributors: Gates, Ian Donald, Aguilera, Roberto, Kantzas, Apostolos, Razavi, Saman, Chen, Nancy
Subject Terms: Optimization, Machine Learning, Unconventional Reservoirs, Differential Evolution Algorithm, Data Analytics, Gas Production Forecast, Deep Learning, Time Series, Artificial Intelligence, Energy, Engineering--Petroleum, Geotechnology
File Description: application/pdf
Relation: Rahmanifard, H. (2024). Production forecasting in unconventional reservoirs: a workflow for data-driven analysis (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/118299
Availability: https://hdl.handle.net/1880/118299
Authors: Eaton, Sarah Elaine, Mindzak, Michael, Morrison, Ryan
Subject Terms: academic integrity, artificial intelligence, machine learning, algorithmic writing, authorship, composition, academic misconduct
File Description: application/pdf
Relation: Eaton, S.E., Mindzak, M., & Morrison, R. (2021, May 29 - June 3). Artificial Intelligence, Algorithmic Writing & Educational Ethics [Paper presentation]. Canadian Society for the Study of Education Société canadienne pour l'étude de l'éducation, Edmonton, AB, Canada.; http://hdl.handle.net/1880/113569; https://dx.doi.org/10.11575/PRISM/38967
Authors: Taib, Musa Jabbar
Contributors: Messier, Geoffrey, Loannou, Yani, Drew, Steve
Subject Terms: Administrative Health Data, Machine Learning, Time series analysis, Binning, Windowing, Artificial Intelligence
File Description: application/pdf
Relation: Taib, M. J. (2023). Peeking through the windows: hyperparameters, administrative data, and selective windowing (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/117427
Availability: https://hdl.handle.net/1880/117427
Authors: Cristello, Josmar Baruffaldi
Contributors: Park, Simon, Hugo, Ronald, Xue, Deyi, Wong, Ron
Subject Terms: Blended Hydrogen Transportation, Leak Detection System, Real-Time Transient Model (RTTM), Artificial Intelligence (AI), Explainable Artificial Intelligence (XAI), Hydrogen Economy, Machine Learning, Engineering--Mechanical, Artificial Intelligence, Applied Mechanics
File Description: application/pdf
Relation: Cristello, J. B. (2023). Safe transportation of blended hydrogen through pipeline (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/117394
Availability: https://hdl.handle.net/1880/117394
Authors: Li, Qing
Contributors: Long, Quan, Yan, Jun, Yang, Guang, Bousman, Chad
Subject Terms: Multi-omics, Machine learning, Statistical models, Data mining, Genetic basis of diseases, Education--Sciences
File Description: application/pdf
Relation: Li, Q. (2023). Developing statistical models for multi-omics data integration and data mining to reveal genetic basis underlying diseases (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/117345
Availability: https://hdl.handle.net/1880/117345
Authors: Abdul-Ameer, Haider
Contributors: Shor, Roman, Hejazi, Hossein, Husein, Maen, Chen, Zhangxing, Butt, Stephen
Subject Terms: Kick detection, Machine learning, OpenLab simulator, Neural Network, Engineering--Petroleum
File Description: application/pdf
Relation: Abdul-Ameer, H. (2023). Machine learning methods for kick detection (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/115767; https://dx.doi.org/10.11575/PRISM/40680
Authors: Nikbakhtbideh, Behnam
Contributors: Moshirpour, Mohammad, Duffett-Leger, Linda, Far, Behrouz, Drew, Steve
Subject Terms: NLP, Machine learning, Deep learning, PCITS, Parent-child interaction teaching scale, Parent-child interactions, Artificial Intelligence
File Description: application/pdf
Relation: Nikbakhtbideh, B. (2023). An AI-based framework for parent-child interaction analysis (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/116757; https://dx.doi.org/10.11575/PRISM/41599
Authors: Wijesinghe, Nadun
Contributors: Hemmati, Hadi, Krishnamurthy, Diwakar, Drew, Steve, de Souza, Roberto Medeiros
Subject Terms: Deep Learning, Anomaly Detection, Log Mining, Machine Learning, Software Engineering, Artificial Intelligence, Computer Science
File Description: application/pdf
Relation: Wijesinghe, N. (2023). Log-based anomaly detection of enterprise software: an empirical study (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/116136; https://dx.doi.org/10.11575/PRISM/dspace/40981
Authors: McKean, Scott Harold
Contributors: Dettmer, Jan, Priest, Jeffrey Alan, Eaton, David WS, Wan, Richard G, Davidsen, Joern, Dusseault, Maurice Bernard
Subject Terms: natural fractures, machine learning, induced seismicity, geostatistics, microseismic, Bayesian statistics, Geology, Statistics, Energy, Engineering
File Description: application/pdf
Relation: McKean, S. H. (2023). The stochastic characterization of natural and hydraulic fractures in unconventional reservoirs (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/115865; https://dx.doi.org/10.11575/PRISM/40756
Authors: Farhoudi, Bijan
Contributors: Maurer, Frank, Wiebe, Samuel, Federico, Paolo, Josephson, Colin Bruce
Subject Terms: Epilepsy, Deep Learning, Machine Learning, MRI, Medicine and Surgery, Artificial Intelligence, Computer Science
File Description: application/pdf
Relation: Farhoudi, B. (2023). Using machine learning towards decision support for refractory epilepsy cases (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/115796; https://dx.doi.org/10.11575/PRISM/40701
Authors: Lyu, Zhitao
Contributors: Gao, Yang, Wang, Ruisheng, O'Keefe, Kyle
Subject Terms: PPP-RTK, fast-initialization, scalable coverage, decentralized positioning service, challenging environments, NLOS detection, machine learning, intelligent weight scheme, partial ambiguity resolution (PAR), Sociology--Theory and Methods, Geodesy, Artificial Intelligence
File Description: application/pdf
Relation: Lyu, Z. (2023). A new cooperative PPP-RTK system with enhanced reliability in challenging environments (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/116825; https://dx.doi.org/10.11575/PRISM/41667
Authors: Tavakolian, Mohsen
Contributors: Kantzas, Apostolos, Hejazi, Hossein, Shor, Roman
Subject Terms: Methane Sorption, CO2 Sorption, Carbon Dioxide, Adsorption Capacity, Tight Reservoirs, Enhanced Gas Recovery, Carbon Storage, Machine Learning, Artificial Neural Network, Artificial Intelligence, Engineering--Environmental, Engineering--Petroleum
File Description: application/pdf
Relation: Tavakolian, M. (2023). Modeling of methane and carbon dioxide sorption capacity in tight reservoirs using Machine Learning (ML) techniques (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/115774; https://dx.doi.org/10.11575/PRISM/40687
Authors: Mazurek, Matthew
Contributors: Brenner, Darren Michael RIehl, Heitman, Steven James, Hilsden, Robert Jay, Lee, Joon, Ferraz, Jose Geraldo P
Subject Terms: Colorectal cancer screening, Colonoscopy, Sessile serrated lesions, Machine learning models, Medicine and Surgery, Epidemiology, Public Health
File Description: application/pdf
Relation: Mazurek, M. (2023). Sessile serrated lesions in focus: examining temporal trends, patient risk factors, and the role of the endoscopist in lesion detection (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/117221
Availability: https://hdl.handle.net/1880/117221
Authors: Camacho Camacho, Milton Ivan
Contributors: Forkert, Nils Daniel, Monchi, Oury, Ismail, Zahinoor, LeVan, Pierre
Subject Terms: Parkinson's disease, Magnetic resonance imaging, Artificial intelligence, Machine learning, Deep learning, Computer aided diagnosis, Multimodal imaging, Education--Health, Bioinformatics, Radiology, Engineering--Biomedical, Psychology--Clinical, Computer Science
File Description: application/pdf
Relation: Camacho Camacho, M. I. (2023). Explainable prediction of Parkinson’s disease in a large multimodal database (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/117011
Availability: https://hdl.handle.net/1880/117011
Authors: Hamidi, Hamid
Contributors: Matthew Greenberg, Quan Long, Joonwu Lee, Qingrun Zhang
Subject Terms: Single-Cell, Machine Learning, Deep Learning, Statistics, RNA-seq, Gradient Descent, Optimization, Generalized Linear Mixed Model, ZINB-WaVE, scVI, Bioinformatics, Biostatistics, Mathematics
File Description: application/pdf
Relation: Hamidi, H. (2023). ZINB-Grad: a gradient based linear model outperforming deep models for single-cell analysis (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/116121; https://dx.doi.org/10.11575/PRISM/dspace/40966
Authors: Hashtroudi, Sepehr Pourabolfath
Contributors: Hemmati Hadi, Ioannou Yani, Karimipour Hadis
Subject Terms: automated testing, transformers, domain adaptation, machine learning, Engineering--Electronics and Electrical
File Description: application/pdf
Relation: Hashtroudi, S. P. (2023). Automated test case generation using transformers and domain adaptation (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/116140; https://dx.doi.org/10.11575/PRISM/dspace/40985
Authors: Felfeliyan, Banafshe
Contributors: Ronsky, Janet L., Jaremko, Jacob L., Lebel, Marc R., Li, Matthew D., Wong, Andy K., Far, Behrouz, Forkert, Nils D.
Subject Terms: MRI, Deep-Learning, Image segmentation, Machine Learning, Medical Imaging, Self Supervised Learning, Weakly Supervised Learning, Domain Adaptation, Bone, Cartilage, Bone marrow lesion, Effusion-synovitis, Osteoarthritis, Education--Health, Radiology, Computer Science, Engineering--Biomedical
File Description: application/pdf
Relation: Felfeliyan, B. (2023). Automatic quantification of osteoarthritis features in MRI using deep learning methods (Doctoral thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; http://hdl.handle.net/1880/115953; https://dx.doi.org/10.11575/PRISM/40802
Authors: Manohar, Kevin Harsh
Contributors: Martinuzzi, Robert, Morton, Christopher, Limacher, Eric John, Liao, Wenyuan
Subject Terms: Turbulent separated flows, Machine learning, Sensor fusion, Superresolution, Engineering--Aerospace, Engineering--Mechanical, Fluid and Plasma
File Description: application/pdf
Relation: Manohar, K. H. (2023). Sensor-based temporal superresolution: application to turbulent separated flow over a three-dimensional Gaussian hill (Master's thesis, University of Calgary, Calgary, Canada). Retrieved from https://prism.ucalgary.ca.; https://hdl.handle.net/1880/117089
Availability: https://hdl.handle.net/1880/117089