Eric Paquet

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 27

Top Topics

Portfolio Management

Top Venues

Expert Syst. Appl.

Publications

Eric Paquet, Herna L. Viktor, Wojtek Michalowski, Gabriel St-Pierre Lemieux
ProVolOne - Protein Volume Prediction Using a Multi-attention, Multi-resolution Deep Neural Network and Finite Element Analysis. LOD (1) (2023)
Eric Paquet, Herna L. Viktor, Kamel Madi, Junzheng Wu
Deformable Protein Shape Classification Based on Deep Learning, and the Fractional Fokker-Planck and Kähler-Dirac Equations. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Kamel Madi, Eric Paquet
3D Deformable Protein Shapes Classification based on Triangles-Stars and Composite Deep Neural Networks. AICCSA (2022)
Gabriel St-Pierre Lemieux, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
Geometric Deep Learning for Protein-Protein Interaction Predictions. IEEE Access 10 (2022)
Eric Paquet, Herna L. Viktor, Gabriel St-Pierre Lemieux
Exact shape flattening by means of Weitzenböck geometry and teleparallel distance. Displays 75 (2022)
Eric Paquet, Farzan Soleymani
QuantumLeap: Hybrid quantum neural network for financial predictions. Expert Syst. Appl. 195 (2022)
Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
Adapting to Complexity: Deep Learnable Architecture for Protein-protein Interaction Predictions. LOD (1) (2022)
Farzan Soleymani, Eric Paquet
Deep Graph Convolutional Reinforcement Learning for Financial Portfolio Management - DeepPocket. CoRR (2021)
Farzan Soleymani, Eric Paquet
Deep graph convolutional reinforcement learning for financial portfolio management - DeepPocket. Expert Syst. Appl. 182 (2021)
Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
Paying Attention: Using a Siamese Pyramid Network for the Prediction of Protein-Protein Interactions with Folding and Self-Binding Primary Sequences. IJCNN (2021)
Parsa Vafaie, Herna L. Viktor, Eric Paquet, Wojtek Michalowski
Online Semi-supervised Learning from Evolving Data Streams with Meta-features and Deep Reinforcement Learning. LOD (2021)
Farzan Soleymani, Eric Paquet
Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder - DeepBreath. Expert Syst. Appl. 156 (2020)
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
Active Learning and User Segmentation for the Cold-start Problem in Recommendation Systems. KDIR (2019)
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
Active Learning and Deep Learning for the Cold-Start Problem in Recommendation System: A Comparative Study. IC3K (2019)
Kamel Madi, Eric Paquet, Hamamache Kheddouci
New Graph Distance Based on Stable Marriage Formulation for Deformable 3D Objects Recognition. AICCSA (2019)
Kamel Madi, Eric Paquet, Hamamache Kheddouci
New graph distance for deformable 3D objects recognition based on triangle-stars decomposition. Pattern Recognit. 90 (2019)
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
Beyond k-NN: Combining Cluster Analysis and Classification for Recommender Systems. KDIR (2018)
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
HCC-Learn Framework for Hybrid Learning in Recommender Systems. IC3K (2018)
M. Kehinde Olorunnimbe, Herna L. Viktor, Eric Paquet
Dynamic adaptation of online ensembles for drifting data streams. J. Intell. Inf. Syst. 50 (2) (2018)
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
McDiarmid Drift Detection Methods for Evolving Data Streams. IJCNN (2018)
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams. Mach. Learn. 107 (11) (2018)
Sarah D'Ettorre, Herna L. Viktor, Eric Paquet
Context-Based Abrupt Change Detection and Adaptation for Categorical Data Streams. DS (2017)
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
Reservoir of Diverse Adaptive Learners and Stacking Fast Hoeffding Drift Detection Methods for Evolving Data Streams. CoRR (2017)
Sahil Saroop, Herna L. Viktor, Patrick McCurdy, Eric Paquet
Exploring Mediatoil Imagery: A Content-based Approach. KDIR (2017)
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
McDiarmid Drift Detection Methods for Evolving Data Streams. CoRR (2017)
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
A Framework for Classification in Data Streams Using Multi-strategy Learning. DS (2016)
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
An Active Learning Approach for Ensemble-based Data Stream Mining. KDIR (2016)
M. Kehinde Olorunnimbe, Herna L. Viktor, Eric Paquet
Intelligent Adaptive Ensembles for Data Stream Mining: A High Return on Investment Approach. NFMCP (2015)
Kamel Madi, Eric Paquet, Hamida Seba, Hamamache Kheddouci
Graph Edit Distance Based on Triangle-Stars Decomposition for Deformable 3D Objects Recognition. 3DV (2015)
Astha Agrawal, Herna L. Viktor, Eric Paquet
SCUT: Multi-Class Imbalanced Data Classification using SMOTE and Cluster-based Undersampling. KDIR (2015)
Eric Paquet, Dela De Youngster, Herna L. Viktor, Emil M. Petriu
Physics-based measurements, reflective measurements and meta-measurements for nonrigid and deformable shapes with application to structural proteomics and macromolecular docking. CIVEMSA (2014)
Hamid Hadavi, Herna L. Viktor, Eric Paquet
A Quantum Particle Swarm Optimization and Genetic Algorithm approach to the correspondence problem. INISTA (2014)
Eric Paquet, Herna Lydia Viktor
Isometrically Invariant Description of Deformable Objects Based on the Fractional Heat Equation. CAIP (2) (2013)
Dela De Youngster, Eric Paquet, Herna L. Viktor, Emil M. Petriu
An isometry-invariant spectral approach for protein-protein docking. BIBE (2013)
Hongyu Guo, Herna L. Viktor, Eric Paquet
Reducing the size of databases for multirelational classification: a subgraph-based approach. J. Intell. Inf. Syst. 40 (2) (2013)
Herna L. Viktor, Eric Paquet, Jing Zhao
Artificial neural networks for predicting 3D protein shapes from amino acid sequences. IJCNN (2013)
Eric Paquet, Herna Lydia Viktor, Hongyu Guo
Learning in the Presence of Large Fluctuations: A Study of Aggregation and Correlation. NFMCP (2012)
Herna L. Viktor, Isis Peña, Eric Paquet
Who are our clients: consumer segmentation through explorative data mining. Int. J. Data Min. Model. Manag. 4 (3) (2012)
Michelangelo Ceci, Annalisa Appice, Herna L. Viktor, Donato Malerba, Eric Paquet, Hongyu Guo
Transductive Relational Classification in the Co-training Paradigm. MLDM (2012)
Yasser Jafer, Herna L. Viktor, Eric Paquet
Aggregation and privacy in multi-relational databases. PST (2012)
Eric Paquet, Herna L. Viktor
Probability distributions from Riemannian geometry, generalized hybrid Monte Carlo sampling, and path integrals. Three-Dimensional Imaging, Interaction, and Measurement (2011)
Hongyu Guo, Herna L. Viktor, Eric Paquet
Privacy leakage in multi-relational learning via unwanted classification models. CASCON (2011)
Hongyu Guo, Herna L. Viktor, Eric Paquet
Privacy Disclosure and Preservation in Learning with Multi-Relational Databases. J. Comput. Sci. Eng. 5 (3) (2011)
Eric Paquet, Herna L. Viktor, Hongyu Guo
To Aggregate or Not to Aggregate: That is the Question. KDIR (2011)
Eric Paquet, Herna L. Viktor
Multimodal Representations, Indexing, Unexpectedness and Proteins. IEA/AIE (1) (2011)
Herna L. Viktor, Bo Wang, Eric Paquet, Julie Doyle
Preserving object-relational databases for the next generations. ICDIM (2010)
Hongyu Guo, Herna L. Viktor, Eric Paquet
Identifying and Preventing Data Leakage in Multi-relational Classification. ICDM Workshops (2010)
Eric Paquet, Herna L. Viktor
Index spaces for 3D retrieval: toward a better understanding of their geometry and distribution. Three-Dimensional Image Processing (3DIP) and Applications (2010)
Isis Peña, Herna Lydia Viktor, Eric Paquet
Explorative Data Mining for the Sizing of Population Groups. KDIR (2009)
Isis Peña, Herna L. Viktor, Eric Paquet
Finding Clothing That Fit through Cluster Analysis and Objective Interestingness Measures. DaWaK (2009)
Eric Paquet, Herna Lydia Viktor
Finding Protein Family Similarities in Real Time through Multiple 3D and 2D Representations, Indexing and Exhaustive Searching. KDIR (2009)
Julie Doyle, Herna L. Viktor, Eric Paquet
Long-term digital preservation: preserving authenticity and usability of 3-D data. Int. J. Digit. Libr. 10 (1) (2009)
Eric Paquet, Herna L. Viktor
Capri/MR: exploring protein databases from a structural and physicochemical point of view. Proc. VLDB Endow. 1 (2) (2008)
Julie Doyle, Herna L. Viktor, Eric Paquet
Preservation metadata - a framework for 3D data based on the Semantic Web. ICDIM (2008)
Eric Paquet, Herna L. Viktor
Adjustment of Virtual Mannequins Through Anthropometric Measurements, Cluster Analysis, and Content-Based Retrieval of 3-D Body Scans. IEEE Trans. Instrum. Meas. 56 (5) (2007)
Julie Doyle, Herna L. Viktor, Eric Paquet
Long term digital preservation - An end user's perspective. ICDIM (2007)
Eric Paquet
Representation of 3D and 4D Objects Based on an Associated Curved Space and a General Coordinate Transformation Invariant Description. EURASIP J. Adv. Signal Process. 2007 (2007)
Hongyu Guo, Herna L. Viktor, Eric Paquet
Pruning Relations for Substructure Discovery of Multi-relational Databases. PKDD (2007)
Herna L. Viktor, Eric Paquet, Hongyu Guo
Measuring to Fit: Virtual Tailoring Through Cluster Analysis and Classification. PKDD (2006)
Eric Paquet, Marc Rioux
Invariant Robust 3-D Face Recognition based on the Hilbert Transform in Spectral Space. J. Multim. 1 (1) (2006)
Eric Paquet, Herna L. Viktor
On the application of 3D technologies to the framework of cultural heritage. Ann. des Télécommunications 60 (11-12) (2005)
Sabry F. El-Hakim, Lorenzo Gonzo, Michel Picard, Stefano Girardi, Andrea Simoni, Eric Paquet, Herna L. Viktor, Claus Brenner
Visualisation of Highly Textured Surfaces. VAST (2003)
Eric Paquet, Herna L. Viktor, Shawn Peter
The Virtual Boutique: a Synergic Approach to Virtualization, Content-based Management of 3D Information, 3D Data Mining an Virtual Reality for E-commerce. 3DPVT (2002)
Eric Paquet, Kathleen M. Robinette, Marc Rioux
Management of three-dimensional and anthropometric databases: Alexandria and Cleopatra. J. Electronic Imaging 9 (4) (2000)
Eric Paquet, Marc Rioux, Anil M. Murching, Thumpudi Naveen, Ali J. Tabatabai
Description of shape information for 2-D and 3-D objects. Signal Process. Image Commun. 16 (1-2) (2000)
Eric Paquet, Marc Rioux
Nefertiti: a query by content system for three-dimensional model and image databases management. Image Vis. Comput. 17 (2) (1999)
Eric Paquet, Marc Rioux
The MPEG-7 Standard and the Content-Based Management of Three-Dimensional Data: A Case Study. ICMCS, Vol. 1 (1999)
Eric Paquet, Marc Rioux
Crawling, Indexing and Retrieval of Three-Dimensional Data on the Web in the Framework of MPEG-7. VISUAL (1999)
Eric Paquet, Marc Rioux
A Content-Based Search Engine for VRML Databases. CVPR (1998)
Eric Paquet, Marc Rioux
Content-Based Access of VRML Libraries. Multimedia Information Analysis and Retrieval (1998)
Eric Paquet
Three-dimensional Polychromatic Objects Classification Based on Amplitude Modulation and Amplitude-shift Keying. Real Time Imaging 3 (6) (1997)
Eric Paquet, Marc Rioux
Nefertiti: A Query by Content Software for Three-Dimensional Models Databases Management. 3DIM (1997)