Proceedings of the 37th Canadian Conference on Artificial Intelligence · Proceedings of the Canadian Conference on Artificial Intelligence

Image of Guelph campus with title of the Canadian Conference on Artificial Intelligence and sponsor logos.

Proceedings of the 37^th Canadian Conference on Artificial Intelligence

Randy Goebel, Fattane Zarrinkalam

Publisher: Canadian Artificial Intelligence Association

Dates: May 27-31

Year: 2024

Address: University of Guelph, Guelph, Ontario, Canada

Permanent Pubpub URL: caiac.pubpub.org/ai2024

Paper Track Pages

Canadian AI 2024 Long Papers Canadian AI 2024 ShortPapers Canadian AI 2024 Graduate Student Symposium

Long Papers

GPU Job Scheduler with Deep Reinforcement Learning

by Junjie Deng, Aijun An, Hajer Ayadi, Yiming Shao, Hossein Pourmodheji, Hao Zhou, and Michael Feiman

Published: May 27, 2024

Genetic Algorithm and Loading Strategy for the DynamicVehicle Routing Problem with Simultaneous Pickup and Delivery

by Ethan Gibbons, Alex Bailey, and Beatrice Ombuki-Berman

Published: May 27, 2024

Stochastic Grouping and Subspace-Based Initialization inDecomposition and Merging Cooperative Particle SwarmOptimization for Large-Scale Optimization Problems

by Zachary McGovarin, Andries Engelbrecht, and Beatrice Ombuki-Berman

Published: May 27, 2024

GCE: Confidence Calibration Error for ImprovedTrustworthiness of Graph Neural Networks

by Hirad Daneshvar and Reza Samavi

Published: May 27, 2024

Alcohol Use Estimators within the Canadian Population usingDeep Learning on Social Media Data

by Doaa Ibrahim, Diana Inkpen, and Hussein Al Osman

Published: May 27, 2024

To Label or to Pseudo Label? Active Learning vsSemi-Supervised Learning for Windows Malware Prediction

by Bahar Emami Afshar, Paula Branco, Tolga Kurt, Utku Gorkem Ketenci, and Hikmet Mazmanoglu

Published: May 27, 2024

Guided AbsoluteGrad : Magnitude of GradientsMatters to Explanation’s Localization and Saliency

by Jun Huang and Yan Liu

Published: May 27, 2024

SIEM+: Harnessing Machine Learning for Advanced AnomalyDetection in Cybersecurity Software

by Austin Page, Farzaneh Abazari, Frank Eargle, Akramul Azim, and Jeff Gardiner

Published: May 27, 2024

Diminishing Simplicity Bias using GAN Generated UnbiasedAugmentations

by Anshul Verma and Shehroz Khan

Published: May 27, 2024

CanAL: a Canadian Appeal Law Legal Language Model for LegalJudgment Prediction

by Intisar Almuslim and Diana Inkpen

Published: May 27, 2024

Automatic Reduction of Execution Trace Data Volume UsingGradient Boosting in Large-Scale Microservice Systems

by Amir Haghshenas, Naser Ezzati-Jivan, and Michel Dagenais

Published: May 27, 2024

Dynamic programming with incomplete information to overcome navigational uncertainty in POMDPs

by Chris Beeler, Xinkai Li, Colin Bellinger, Mark Crowley, Maia Fraser, and Isaac Tamblyn

Published: May 27, 2024

Generative AI for Enhancing Active Learning in Education:A Comparative Study of GPT-3.5 and GPT-4 in CraftingCustomized Test Questions

by Hamidreza Rouzegar and Masoud Makrehchi

Published: May 27, 2024

SoftSkillQG: Robust Skill-Targeted Reading ComprehensionQuestion Generation Using Soft-prompts

by Spencer McIntosh von der Ohe and Alona Fyshe

Published: May 27, 2024

Instruction Tuning of LLMs for Multi-label EmotionClassification in Social Media Content

by Muhammad Hammad Fahim Siddiqui, Diana Inkpen, and Alexander Gelbukh

Published: May 27, 2024

Toward a Model of Associative Memory via Predictive Coding

by Ehsan Ganjidoost and Jeff Orchard

Published: May 27, 2024

Progressively Growing Generative Adversarial Network BasedAuto-encoder for MRI Image Inpainting

by Farnaz Kheiri, Hamid Esmaeili Najafabadi, and Shahryar Rahnamayan

Published: May 27, 2024

SuperiorLoss: An Intuitive Loss Function for Robust CurriculumLearning

by Shamir Towsif Khandaker, Aminul Islam, and Gabriel Trahan

Published: May 27, 2024

Automated Debugging of Deep Text Classifiers

by Shamir Towsif Khandaker, Aminul Islam, and Gabriel Trahan

Published: May 27, 2024

Evaluating gender bias in Wikipedia using document embeddings

by Mir Saeed Damadi and Alan Davoust

Published: May 27, 2024

Explainable Prompt-based Approaches for Sentiment Analysis of Movie Reviews

by Sean Stilwell and Diana Inkpen

Published: May 27, 2024

Robust Reinforcement Learning for Linear Temporal Logic Specifications with Finite Trajectory Duration

by Soroush Mortazavi Moghaddam, Yash Vardhan Pant, and Sebastian Fischmeister

Published: May 27, 2024

SemiS-VFL: A Semi-Supervised Machine Learning Frameworkfor Vertical Federated Learning

by Kun Yan and Paula Branco

Published: May 27, 2024

Interpreting time series forecasting models using model classreliance

by Sean Berry, Mucahit Cevik, and Ozan Ozyegen

Published: May 27, 2024

Automated offense Prioritization for SIEM using ProbabilisticMachine Learning Models

by Md Asif Khan, Akramul Azim, Farzaneh Abazari, Frank Eargle, and Jeff Gardiner

Published: May 27, 2024

Liquid Ensemble Selection for Continual Learning

by Carter Blair, Ben Armstrong, and Kate Larson

Published: May 27, 2024

Deep Hedging with Market Impact

by Andrei Neagu, Frédéric Godin, Clarence Simard, and Leila Kosseim

Published: May 27, 2024

Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment

by Atah Nuh Mih, Alireza Rahimi, Asfia Kawnine, Francis Palma, Monica Wachowicz, Rickey Dubay, and Hung Cao

Published: May 27, 2024

On Neural Process Pooling Operator Choice and PosteriorCalibration

by Saeid Naderiparizi, Kenny Chiu, Benjamin Beloem-Reddy, and Frank Wood

Published: May 27, 2024

Rumour Evaluation with Very Large Language Models

by Dahlia Shehata, Robin Cohen, and Charles L. A. Clarke

Published: May 27, 2024

Triple-Aware Reasoning: A Retrieval-Augmented GenerationApproach for Enhancing Question-Answering Tasks withKnowledge Graphs and Large Language Models

by Hongzhi Zhang and M. Omair Shafiq

Published: May 27, 2024

GANsemble for Small and Imbalanced Data Sets : A Baseline for Synthetic Microplastics Data

by Daniel Platnick, Sourena Khanzadeh, Alireza Sadeghian, and Richard Valenzano

Published: May 27, 2024

Generative Adversarial Network: Use of Non-IID Samples

by Dhiraj Golhar, Ninad Joshi, and M.V.Joshi

Published: May 27, 2024

Advanced Deep Regression Models for Oil Production Forecast

by Siavash Hosseini, Thangarajah Akilan, and Basit Rafiq

Published: May 27, 2024

Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping Explainer

by Khanh Nguyen, Hung Nguyen†, Khang Nguyen, Binh Truong, Tuong Phan, and Hung Cao

Published: May 27, 2024

Towards a Definition of Primary Cause in Hybrid Dynamic Domains

by Asim Mehmood and Shakil M. Khan

Published: May 27, 2024

Multi-modal News Understanding with Professionally LabelledVideos (ReutersViLNews)

by Shih-Han Chou, Matthew Kowal, Yasmin Niknam, Diana Moyano, Shayaan Mehdi, Richard Pito, and Cheng Zhang

Published: May 27, 2024

Edge-DIRECT: A Deep Reinforcement Learning-based Method for Solving Heterogeneous Electric Vehicle Routing Problem with Time Window Constraints

by Arash Mozhdehi, Mahdi Mohammadizadeh, and Xin Wang

Published: May 27, 2024

DRNet: A Decision-Making Method for Autonomous Lane Changing with Deep Reinforcement Learning

by Kunpeng Xu, Lifei Chen, and Shengrui Wang

Published: May 27, 2024

Advancing NHL Analytics through Explainable AI

by Miles Pitassi and Robin Cohen

Published: May 27, 2024

Experimental Analysis of Large Language Models in Crime Classification and Prediction

by Paria Sarzaeim, Qusay H. Mahmoud, and Akramul Azim

Published: May 27, 2024

Same File Prediction: A New Pretraining Objective forBERT-like Transformers

by Jean-Thomas Baillargeon and Luc Lamontagne

Published: May 27, 2024

Short Papers

Conversation Alignment for Task-Oriented Dialogue Agents

by Rebecca De Venezia, Natalie Nova, and Christian Muise

Published: May 27, 2024

BankGAN: A Generative Model for Synthetic FinancialTransactions

by Hamideh Mehri, John Hawkin, Kyle Nickerson, Alexander Bihlo, and Farzaneh Shoeleh

Published: May 27, 2024

Consolidation using Multiple Task Learning with Context Inputsand Replay of CVAE Generated Pseudo-Examples

by Quan Ngo and Daniel L. Silver

Published: May 27, 2024

TransformerChrome: Transformer-based Model for Prediction ofGene Expression from Histone Modifications

by Muhammad Tahir, Shehroz Khan, James Davie, Soichiro Yamanaka, and Ahmed Ashraf

Published: May 27, 2024

An Attention-Based Parallel Hybrid Prediction Model for Intersection Level Turning Movement Forecasting

by Yancheng Gong, Chunhao Liu, Ce Zhang, Liping Fu, Hao Wei, and Guangyuan Pan

Published: May 27, 2024

Humans Don’t Get Fooled:Does Predictive Coding Defend Against Adversarial Attack?

by Junteng Zheng and Jeff Orchard

Published: May 27, 2024

Want To Choose Your Own Adventure? Then First Make a Plan.

by Nisha Simon and Christian Muise

Published: May 27, 2024

Adaptive Learning Rates for Gradient Boosting Machines

by Christopher Wang, Zheng Wang, Yunfei Ouyang, and Behrouz Haji Soleimani

Published: May 27, 2024

Graduate Student Symposium

Designing for Fairness in Higher Education Early WarningSystems

by Kelly McConvey and Shion Guha

Published: May 27, 2024

Certified Robustness Guarantee for Ensemble Networks

by Daniel Sadig and Reza Samavi

Published: May 27, 2024

Storage Reduction for the Vehicular IoT Data withTransformer-based Autoencoders

by Ibrahim Aslam

Published: May 27, 2024

The Use of Human Evaluators in Emotion Text-Detection

by Zayn J. Abbas

Published: May 27, 2024

USING AI PLANNING AND MULTI-AGENT PATHFINDINGFOR DROPLET ROUTING

by Mehjabin Rahman

Published: May 27, 2024

Artificial Intelligence solution to monitor key human biomedicalmarker via thermal camera

by Sayana Varughese and Cathrine Nayrouz

Published: May 27, 2024

Does ChatGPT Measure Up to Discourse Unit Segmentation?A Comparative Analysis Utilizing Zero-Shot Custom Prompts

by Kota Shamanth Ramanath Nayak

Published: May 27, 2024

A Fully Secure Approach to Privacy-Preserving Machine Learningfor Satellite Image Classification

by Joseph O’Neill

Published: May 27, 2024

Enhancing Food Price Forecasts in Canada: An Integration ofExpert-Driven Covariates and Advanced ML Approaches

by Kristina L. Kupferschmidt and Cody Kupferschmidt

Published: May 27, 2024

BioScan-CLIP: Contrastive Learning forAligning Biological Images and DNA Sequences

by ZeMing Gong and Austin T. Wang

Published: May 27, 2024

EarthEncode: A Vision-Language Framework for Balanced SoilProperty Mapping

by Vishvam Porwal

Published: May 27, 2024

Deep Reinforcement Learning Algorithms for FinancialDecision-Making

by Andrei Neagu

Published: May 27, 2024

Generalized Voting Model To Measure Popularity Of Matchings

by Peash Ranjan Saha

Published: May 27, 2024

Large Language Models are Incoherent Storytellers

by Nisha Simon

Published: May 27, 2024