13 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of British ColumbiaCA5 papers
- École de Technologie SupérieureCA3 papers
- University of TorontoCA2 papers
- Centre National de la Recherche ScientifiqueFR1 paper
- Institut de Planétologie et d'Astrophysique de GrenobleFR1 paper
- Laboratoire d’études spatiales et d’instrumentation en astrophysiqueFR1 paper
- Observatoire de ParisFR1 paper
- Royal Military College of CanadaCA1 paper
- Sorbonne UniversitéFR1 paper
- Tartu ObservatoryEE1 paper
- Université Grenoble AlpesFR1 paper
- Université LavalCA1 paper
13 papers
Efficient Detection of Intermittent Job Failures Using Few-Shot Learning
Henri Aïdasso, Francis Bordeleau, Ali Tizghadam
One of the main challenges developers face in the use of continuous integration (CI) and deployment pipelines is the occurrence of intermittent job failures, which result from unex…
Towards Build Optimization Using Digital Twins
Henri Aïdasso, Francis Bordeleau, Ali Tizghadam
Despite the indisputable benefits of Continuous Integration (CI) pipelines (or builds), CI still presents significant challenges regarding long durations, failures, and flakiness.…
On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories
Henri Aïdasso, Francis Bordeleau, Ali Tizghadam
The continuous delivery of modern software requires the execution of many automated pipeline jobs. These jobs ensure the frequent release of new software versions while detecting c…
Statistical and Machine Learning Models for Predicting Fire and Other Emergency Events
Dilli Prasad Sharma, Nasim Beigi-Mohammadi, Hongxiang Geng +6
Emergency events in a city cause considerable economic loss to individuals, their families, and the community. Accurate and timely prediction of events can help the emergency fire…
Generative Adversarial Classification Network with Application to Network Traffic Classification
Rozhina Ghanavi, Ben Liang, Ali Tizghadam
Large datasets in machine learning often contain missing data, which necessitates the imputation of missing data values. In this work, we are motivated by network traffic classific…
The magnetic field and magnetosphere of Plaskett's star: A fundamental shift in our understanding of the system
J. H. Grunhut, G. A. Wade, C. P. Folsom +7
Plaskett's "star" appears to be one of a small number of short-period binary systems known to contain a hot, massive, magnetic star. Building on the 2013 discovery investigation, w…
Hyperspace Neighbor Penetration Approach to Dynamic Programming for Model-Based Reinforcement Learning Problems with Slowly Changing Variables in A Continuous State Space
Vincent Zha, Ivey Chiu, Alexandre Guilbault +1
Slowly changing variables in a continuous state space constitute an important category of reinforcement learning and see its application in many domains, such as modeling a climate…
Silicon Photonics in Optical Access Networks for 5G Communications
Xun Guan, Wei Shi, Jia Liu +3
Only radio access networks can provide connectivity across multiple antenna sites to achieve the great leap forward in capacity targeted by 5G. Optical fronthaul remains a sticking…
A Study on the Relationship Between Depth Map Quality and the Overall 3D Video Quality OF Experience
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
The emergence of multiview displays has made the need for synthesizing virtual views more pronounced, since it is not practical to capture all of the possible views when filming mu…
3D Video Quality Metric for Mobile Applications
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
In this paper, we propose a new full-reference quality metric for mobile 3D content. Our method is modeled around the Human Visual System, fusing the information of both left and r…
An Efficient Human Visual System Based Quality Metric for 3D Video
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
Stereoscopic video technologies have been introduced to the consumer market in the past few years. A key factor in designing a 3D system is to understand how different visual cues…
The Effect of Frame Rate on 3D Video Quality and Bitrate
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
Increasing the frame rate of a 3D video generally results in improved Quality of Experience (QoE). However, higher frame rates involve a higher degree of complexity in capturing, t…
3D Video Quality Metric for 3D Video Compression
Amin Banitalebi-Dehkordi, Mahsa T. Pourazad, Panos Nasiopoulos
As the evolution of multiview display technology is bringing glasses-free 3DTV closer to reality, MPEG and VCEG are preparing an extension to HEVC to encode multiview video content…