Publications (18)
Efficient Neural Task Adaptation by Maximum Entropy Initialization
Farshid Varno, Behrouz Haji Soleimani, Marzie Saghayi +2
2-D Embedding of Large and High-dimensional Data with Minimal Memory and Computational Time Requirements
Witold Dzwinel, Rafal Wcislo, Stan Matwin
Sanitization of Call Detail Records via Differentially-private Summaries
Mohammad Alaggan, Sébastien Gambs, Stan Matwin +2
Recurrent Neural Networks with Stochastic Layers for Acoustic Novelty Detection
Duong Nguyen, Oliver S. Kirsebom, Fábio Frazão +2
On feature selection and evaluation of transportation mode prediction strategies
Mohammad Etemad, Amilcar Soares Junior, Stan Matwin
How is Your Mood When Writing Sexist tweets? Detecting the Emotion Type and Intensity of Emotion Using Natural Language Processing Techniques
Sima Sharifirad, Borna Jafarpour, Stan Matwin
Marine Mammal Species Classification using Convolutional Neural Networks and a Novel Acoustic Representation
Mark Thomas, Bruce Martin, Katie Kowarski +2
Improving the Interpretability of Deep Neural Networks with Knowledge Distillation
Xuan Liu, Xiaoguang Wang, Stan Matwin
Studying Positive Speech on Twitter
Marina Sokolova, Vera Sazonova, Kanyi Huang +2
Reflexive Regular Equivalence for Bipartite Data
Aaron Gerow, Mingyang Zhou, Stan Matwin +1
Topic Modelling and Event Identification from Twitter Textual Data
Marina Sokolova, Kanyi Huang, Stan Matwin +6
When a Tweet is Actually Sexist. A more Comprehensive Classification of Different Online Harassment Categories and The Challenges in NLP
Sima Sharifirad, Stan Matwin
TrajectoryNet: An Embedded GPS Trajectory Representation for Point-based Classification Using Recurrent Neural Networks
Xiang Jiang, Erico N de Souza, Ahmad Pesaranghader +3
YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks
Kambiz Ghazinour, Stan Matwin, Marina Sokolova
Predicting Transportation Modes of GPS Trajectories using Feature Engineering and Noise Removal
Mohammad Etemad, Amilcar Soares Junior, Stan Matwin
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification
Xiang Jiang, Mohammad Havaei, Gabriel Chartrand +5
Interpretable Deep Convolutional Neural Networks via Meta-learning
Xuan Liu, Xiaoguang Wang, Stan Matwin
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data
Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin +1