AI

Publications

2022

Yashar Tavakoli
Classification of Moving Objects Under the Spatial-Spatiotemporal Taxonomy of Descriptor. AI (2022)
Shainen M. Davidson, Vaibhav Kesarwani, Kenton White
Forecasting and Understanding the 2021 Canadian Federal Election Using Twitter Conversations. AI (2022)
Basile Tousside, Janis Mohr, Jörg Frochte
Group and Exclusive Sparse Regularization-based Continual Learning of CNNs. AI (2022)
Jaël Champagne Gareau, Éric Beaudry, Vladimir Makarenkov
Cache-Efficient Memory Representation of Markov Decision Processes. AI (2022)
Mansour Alqarni, Akramul Azim
Low Level Source Code Vulnerability Detection Using Advanced BERT Language Model. AI (2022)
Syed Rafayal, Mucahit Cevik, Derya Kici
An empirical study on probabilistic forecasting for predicting city-wide electricity consumption. AI (2022)
David Beauchemin, Julien Laumonier, Yvan Le Ster, Marouane Yassine
"FIJO": a French Insurance Soft Skill Detection Dataset. AI (2022)
Ahmad A. Al-Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily
Feature Extraction Using Wavelet Scattering Transform Coefficients for EMG Pattern Classification. AI (2022)
Zakary Georgis-Yap, Milos R. Popovic, Shehroz S. Khan
Preictal-Interictal Classification for Seizure Prediction. AI (2022)
Duncan Clelland, Gabriel Murray
Computational Models of Linguistic Alignment for Clustering Group Participants and Predicting Task Outcomes. AI (2022)
Nima Barani Lonbani
Prediction of Host-Pathogen RNA Interaction From RNA Sequences and Dual RNA-seq Data using Variational Autoencoders and Supervised Machine Learning Methods. AI (2022)
Garima Malik, Mucahit Cevik, Swayami Bera, Savas Yildirim, Devang Parikh, Ayse Basar
Software requirement specific entity extraction using transformer models. AI (2022)
Rodrigo Brandao
Artificial intelligence, human oversight, and public policies: facial recognition systems in Brazilian cities. AI (2022)
Lily Wadoux, Nelly Barbot, Jonathan Chevelu, Damien Lolive
Voice Cloning Applied to Voice Disorders: a Study of Extreme Phonetic Content in Speaker Embeddings. AI (2022)
Mahtab Sarvmaili, Riccardo Guidotti, Anna Monreale, Amílcar Soares, Zahra Sadeghi, Fosca Giannotti, Dino Pedreschi, Stan Matwin
A Modularized Framework for Explaining Black Box Classifiers for Text Data. AI (2022)
Frédéric Piedboeuf, Philippe Langlais
A working model for textual Membership Query Synthesis. AI (2022)
Ayesha Khader, Hamid Sajjadi, Faezeh Ensan
Contextual Query Expansion for Conducting Technology-Assisted Biomedical Reviews. AI (2022)
Anthony Bilodeau, Renaud Bernatchez, Albert Michaud-Gagnon, Flavie Lavoie-Cardinal, Audrey Durand
Contextual bandit optimization of super-resolution microscopy. AI (2022)
Zhaoqing Liu, Anjin Liu, Guangquan Zhang, Jie Lu
An Empirical Study of Fuzzy Decision Tree for Gradient Boosting Ensemble. AI (2022)
Shane Leonard
Using Machine Learning Algorithms to Predict the Effects of Substituents on Molecular Properties and Structures. AI (2022)
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley
Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. AI (2022)
Zhenyu Liao, Junyao Duan, Peter van Beek
On identifying significant edges for structure learning in Bayesian networks. AI (2022)
Mohammad Hamed Mozaffari, Yuchuan Li, Yoon Ko
Detecting Flashover in a Room Fire based on the Sequence of Thermal Infrared Images using Convolutional Neural Networks. AI (2022)
Omid Tarkhaneh
Deep Convolutional Neural Network for Molecular EnergyPrediction. AI (2022)
Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna
Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification. AI (2022)
Shamir Khandaker, Aminul Islam
Binary Classification with Minimum Observations. AI (2022)
Marc Queudot, Louis Marceau, Raouf Moncef Belbahar, Eric Charton, Marie-Jean Meurs
Dataset Augmentation Using Back-Translation to Improve Early Stage Dialog Systems. AI (2022)
Reza Samavi, Hirad Daneshvar
Heterogeneous Patient Graph Embedding in Readmission Prediction. AI (2022)
Mohammad Sajjad Ghaemi, Karl Grantham, Isaac Tamblyn, Yifeng Li, Hsu Kiang Ooi
Generative Enriched Sequential Learning (ESL) Approach for Molecular Design via Augmented Domain Knowledge. AI (2022)
Chu Fei Luo, Rohan Bhambhoria, Samuel Dahan, Xiaodan Zhu
Evaluating Explanation Correctness in Legal Decision Making. AI (2022)
Vincent Primpied, David Beauchemin, Richard Khoury
Quantifying French Document Complexity. AI (2022)
Vahid Reza Khazaie, Nicky Bayat, Yalda Mohsenzadeh
Multi-Scale Identity-Preserving Image-to-Image Translation Network for Low-Resolution Face Recognition. AI (2022)
Xing Tan, Jimmy X. Huang, Kai Huang
Complexity Analysis of Green Pickup-and-Delivery Problems on Ring Structures. AI (2022)
Zhenyu A. Liao, Charupriya Sharma, Dongshu Luo, Peter van Beek
An empirical study of scoring functions for learning Bayesian networks in model averaging. AI (2022)
Dakota Soares, M. Ali Akber Dewan, Fuhua Lin
A Hoeffding Decision Tree Based Approach for Soil Classification. AI (2022)
Ali Abbasi Tadi, Luis Rueda, Dima Alhadidi
NICASN: Non-negative Matrix Factorization and Independent Component Analysis for Clustering Social Networks. AI (2022)
Fanny Rancourt, Diego Maupomé, Marie-Jean Meurs
On the Influence of Annotation Quality in Suicidal Risk Assessment from Text. AI (2022)
David Meger, Jonathan Pearce
Adaptive Confidence Calibration. AI (2022)
Margaret H. McKay
AI Transparency in a Real-World Context: What we can learn from past examples of algorithmic and statistical decision-making. AI (2022)
Ci Lin, Tet Hin Yeap, Iluju Kiringa
Stacked Bidirectional LSTM for Predicting Emission of Nitrous Oxide. AI (2022)
Mahesh Ranaweera, Qusay H. Mahmoud
Bridging Reality Gap Between Virtual and Physical Robot through Domain Randomization and Induced Noise. AI (2022)
Pratik K. Mishra
Automatic Detection of Behaviours of Risk in People with Dementia using Unsupervised Deep Learning. AI (2022)
Colin Bellinger, Andriy Drozdyuk, Mark Crowley, Isaac Tamblyn
Balancing Information with Observation Costs in Deep Reinforcement Learning. AI (2022)
Margaret H. McKay, Rene Richard
Efficiency of Algorithmic Policing Tools: a nod to C.N. Parkinson. AI (2022)
Md. Mahbub Alam, Luís Torgo
A Clustering-based Approach for Predicting the Future Location of a Vessel. AI (2022)
Elham Parhizkar, Mohammad Hossein Nikravan, Robert C. Holte, Sandra Zilles
Using Change Detection to Adapt to Dynamically Changing Trustees. AI (2022)
Salma Elgendy, Mayar Attawiya, Omar Haridy, Ahmed Farag, Paula Branco
DTEXNet: Artificial Intelligence-Based Combination Scheme for DDoS Attacks Detection. AI (2022)
Yang Xiang, Wanrong Sun
Learning NAT-Modeled Bayesian Network Structures with Bayesian Approach. AI (2022)

volume 13728, 2022

AI 2022: Advances in Artificial Intelligence - 35th Australasian Joint Conference, AI 2022, Perth, WA, Australia, December 5-8, 2022, Proceedings AI 13728 (2022)

volume 13151, 2022

AI 2021: Advances in Artificial Intelligence - 34th Australasian Joint Conference, AI 2021, Sydney, NSW, Australia, February 2-4, 2022, Proceedings AI 13151 (2022)