Browsing Mathematics (Faculty of) by Supervisor "Ghodsi, Ali"

Now showing items 1-6 of 6

Automated Knowledge Discovery using Neural Networks

Panju, Maysum (University of Waterloo, 2021-05-21)

The natural world is known to consistently abide by scientific laws that can be expressed concisely in mathematical terms, including differential equations. To understand the patterns that define these scientific laws, it ...
End-to-End Whole Slide Image Classification and Search using Set Representations

You, Bo Yang (University of Waterloo, 2022-08-31)

Due to the sheer size of gigapixel whole slide images (WSIs), it is difficult to apply deep learning and computer vision algorithms for digital pathology. Traditional approaches rely on extracting meaningful patches from ...
Exploring New Forms of Random Projections for Prediction and Dimensionality Reduction in Big-Data Regimes

Karimi, Amir-Hossein (University of Waterloo, 2018-05-01)

The story of this work is dimensionality reduction. Dimensionality reduction is a method that takes as input a point-set P of n points in R^d where d is typically large and attempts to find a lower-dimensional representation ...
Peptide Sequencing with Deep Learning

Qiao, Rui (University of Waterloo, 2020-09-30)

In shotgun proteomics, de novo peptide sequencing from tandem mass spectrometry data is the key technology for finding new peptide or protein sequences. It has successful applications in assembling monoclonal antibody ...
Prediction and Planning in Dynamical Systems with Underlying Markov Decision Processes

Banijamali, Seyedershad (University of Waterloo, 2021-08-24)

Predicting the future state of a scene with moving objects is a task that humans handle with ease. This is due to our understanding about the dynamics of the objects in the scene and the way they interact. However, teaching ...
Using Machine Learning Algorithms for Finding the Topics of COVID-19 Open Research Dataset Automatically

Hamzeian, Donya (University of Waterloo, 2021-02-26)

The COVID-19 Open Research Dataset (CORD-19) is a collection of over 400,000 of scholarly papers (as of January 11th, 2021) about COVID-19, SARS-CoV-2, and related coronaviruses curated by the Allen Institute for AI. ...

Browsing Mathematics (Faculty of) by Supervisor "Ghodsi, Ali"

Automated Knowledge Discovery using Neural Networks ﻿

End-to-End Whole Slide Image Classification and Search using Set Representations ﻿

Exploring New Forms of Random Projections for Prediction and Dimensionality Reduction in Big-Data Regimes ﻿

Peptide Sequencing with Deep Learning ﻿

Prediction and Planning in Dynamical Systems with Underlying Markov Decision Processes ﻿

Using Machine Learning Algorithms for Finding the Topics of COVID-19 Open Research Dataset Automatically ﻿

Automated Knowledge Discovery using Neural Networks

End-to-End Whole Slide Image Classification and Search using Set Representations

Exploring New Forms of Random Projections for Prediction and Dimensionality Reduction in Big-Data Regimes

Peptide Sequencing with Deep Learning

Prediction and Planning in Dynamical Systems with Underlying Markov Decision Processes

Using Machine Learning Algorithms for Finding the Topics of COVID-19 Open Research Dataset Automatically