Proceedings of the 35th Canadian Conference on Artificial Intelligence · Proceedings of the Canadian Conference on Artificial Intelligence

Proceedings of the 35^th Canadian Conference on Artificial Intelligence

Iluju Kiringa, Sébastien Gambs, Kalonji H. Kalala (Editors)

Month: May

Year: 2022

Address: Online

Venue: 35th Canadian Conference on Artificial Intelligence

Publisher: Canadian Artificial Intelligence Association

URL: https://caiac.pubpub.org/ai2022

Jump directly to: Long Papers — Short Papers — Graduate Student Symposium

Preface

Long papers

Learning NAT-Modeled Bayesian Network Structures with Bayesian Approach

by Yang Xiang and Wanrong Sun

Published: May 27, 2022

Low Level Source Code Vulnerability Detection Using Advanced BERT Language Model

by Mansour Alqarni and Akramul Azim

Published: May 27, 2022

Detecting Flashover in a Room Fire based on the Sequence of Thermal Infrared Images using Convolutional Neural Networks

by M. Hamed Mozaffari, Yuchuan Li, and Yoon Ko

Published: May 27, 2022

Using Change Detection to Adapt to Dynamically Changing Trustees

by Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, and Sandra Zilles

Published: May 27, 2022

Balancing Information with Observation Costs in Deep Reinforcement Learning

by Colin Bellinger, Andriy Drozdyuk, Mark Crowley, and Isaac Tamblyn

Published: May 27, 2022

Stacked Bidirectional LSTM for Predicting Emission of Nitrous Oxide

by Ci Lin, Tet Yeap, and Iluju Kiringa

Published: May 27, 2022

A Hoeffding Decision Tree Based Approach for Soil Classification

by Dakota Soares, M. Ali Akber Dewan, and Fuhua Lin

Published: May 27, 2022

Sample Efficiency in Deep Reinforcement Learning based Recommender Systems with Imitation Learning

by Mohammad Mehdi Afsar, Trafford Crump, and Behrouz Far

Published: May 27, 2022

Bridging Reality Gap Between Virtual and Physical Robot through Domain Randomization and Induced Noise

by Mahesh Ranaweera and Qusay Mahmoud

Published: May 27, 2022

NICASN: Non-negative Matrix Factorization and Independent Component Analysis for Clustering Social Networks

by Ali Abbasi Tadi, Luis Rueda, and Dima Alhadidi

Published: May 27, 2022

Efficiency of Algorithmic Policing Tools: a nod to C.N. Parkinson

by Margaret H. McKay and Rene Richard

Published: May 27, 2022

Group and Exclusive Sparse Regularization-based Continual Learning of CNNs

by Basile Tousside, Janis Mohr, and Jörg Frochte

Published: May 27, 2022

Complexity Analysis of Green Pickup-and-Delivery Problems on Ring Structures

by Xing Tan, Jimmy Huang, and Kai Huang

Published: May 27, 2022

Cache-Efficient Memory Representation of Markov Decision Processes

by Jaël Champagne Gareau, Éric Beaudry, and Vladimir Makarenkov

Published: May 27, 2022

An empirical study of scoring functions for learning Bayesian networks in model averaging

by Zhenyu Liao, Charupriya Sharma, Dongshu Luo, and Peter van Beek

Published: May 27, 2022

On identifying significant edges for structure learning in Bayesian networks

by Zhenyu Liao, Junyao Duan, and Peter van Beek

Published: May 27, 2022

Deep Learning of Latent Edge Types from Relational Data

by Kiarash Zahirnia, Oliver Schulte, Ke Li, Ankita Sakhuja, and Parmis Naddaf

Published: May 27, 2022

Forecasting and Understanding the 2021 Canadian Federal Election Using Twitter Conversations

by Shainen Davidson, Vaibhav Kesarwani, and Kenton White

Published: May 27, 2022

Multi-Scale Identity-Preserving Image-to-Image Translation Network for Low-Resolution Face Recognition

by Vahid Reza Khazaie, Nicky Bayat, and Yalda Mohsenzadeh

Published: May 27, 2022

Binary Classification with Minimum Observations

by Shamir Khandaker and Aminul Islam

Published: May 27, 2022

AI Transparency in a Real-World Context: What we can learn from past examples of algorithmic and statistical decision-making

by Margaret H McKay

Published: May 27, 2022

Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification

by Dogan Altan, Mohammad Etemad, Dusica Marijan, and Tetyana Kholodna

Published: May 27, 2022

Evaluating Explanation Correctness in Legal Decision Making

by Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, and Xiaodan Zhu

Published: May 27, 2022

Contextual Query Expansion for Conducting Technology-Assisted Biomedical Reviews

by Ayesha Khader, Hamid Sajjadi, and Faezeh Ensan

Published: May 27, 2022

Computational Models of Linguistic Alignment for Clustering Group Participants and Predicting Task Outcomes

by Duncan Clelland and Gabriel Murray

Published: May 27, 2022

Preictal-Interictal Classification for Seizure Prediction

by Zakary Georgis-Yap, Milos R. Popovic, and Shehroz S. Khan

Published: May 27, 2022

A Clustering-based Approach for Predicting the Future Location of a Vessel

by Md Mahbub Alam and Luis Torgo

Published: May 27, 2022

Software requirement specific entity extraction using transformer models

by Garima Malik, Mucahit Cevik, Swayami Bera, Savas Yildirim, Devang Parikh, and Ayse Basar

Published: May 27, 2022

Heterogeneous Patient Graph Embedding in Readmission Prediction

by Hirad Daneshvar and Reza Samavi

Published: May 27, 2022

DTEXNet: Artificial Intelligence-Based Combination Scheme for DDoS Attacks Detection

by Salma Elgendy, Mayar Attawiya, Omar Haridy, Ahmed Farag, and Paula Branco

Published: May 27, 2022

An empirical study on probabilistic forecasting for predicting city-wide electricity consumption

by Syed Rafayal, Mucahit Cevik, and Derya Kici

Published: May 27, 2022

Adaptive Confidence Calibration

by Jonathan Pearce and David Meger

Published: May 27, 2022

A working model for textual Membership Query Synthesis

by Frédéric Piedboeuf and Philippe Langlais

Published: May 27, 2022

“FIJO”: a French Insurance Soft Skill Detection Dataset

by David Beauchemin, Julien Laumonier, Yvan Le Ster, and Marouane Yassine

Published: May 27, 2022

A Modularized Framework for Explaining Black Box Classifiers for Text Data

by Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amilcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, and Stan Matwin

Published: May 27, 2022

Quantifying French Document Complexity

by Vincent Primpied, David Beauchemin, and Richard Khoury

Published: May 27, 2022

Short papers

Contextual bandit optimization of super-resolution microscopy

by Anthony Bilodeau, Renaud Bernatchez, Albert Michaud-Gagnon, Flavie Lavoie-Cardinal, and Audrey Durand

Published: May 27, 2022

Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA

by Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, and Mark Crowley

Published: May 27, 2022

Voice Cloning Applied to Voice Disorders: a Study of Extreme Phonetic Content in Speaker Embeddings

by Lily Wadoux, Nelly Barbot, Jonathan Chevelu, and Damien Lolive

Published: May 27, 2022

Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge

by Mohammad Sajjad Ghaemi, Karl Grantham, Isaac Tamblyn, Yifeng Li, and Hsu Kiang Ooi

Published: May 27, 2022

On the Influence of Annotation Quality in Suicidal Risk Assessment from Text

by Fanny Rancourt, Diego Maupomé, and Marie-Jean Meurs

Published: May 27, 2022

Dataset Augmentation Using Back-Translation to Improve Early Stage Dialog Systems

by Marc Queudot, Louis Marceau, Raouf Moncef Belbahar, Eric Charton, and Marie-Jean Meurs

Published: May 27, 2022

Graduate Student Symposium

Automatic Detection of Behaviours of Risk in People with Dementia using Unsupervised Deep Learning

by Pratik Kumar Mishra

Published: Jul 21, 2022

Automatic Detection of Behaviours of Risk in People with Dementia using Unsupervised Deep Learning

by Pratik Kumar Mishra

Published: May 27, 2022

Artificial intelligence, human oversight, and public policies: facial recognition systems in Brazilian cities

by Rodrigo Brandao

Published: May 27, 2022

Classification of Moving Objects Under the Spatial-Spatiotemporal Taxonomy of Descriptor

by Yashar Tavakoli

Published: May 27, 2022

Deep Convolutional Neural Network for Molecular EnergyPrediction

by Omid Tarkhaneh

Published: May 27, 2022

Prediction of Host-Pathogen RNA Interaction From RNA Sequences and Dual RNA-seq Data using Variational Autoencoders and Supervised Machine Learning Methods

by Nima Barani Lonbani

Published: May 27, 2022

Using Machine Learning Algorithms to Predict the Effects of Substituents on Molecular Properties and Structures

by Shane Leonard

Published: May 27, 2022