Eric Paquet

79 papers A* 1B 7C 7Misc 1Journal 28Unranked 34
YearRankTypeTitle / Venue / Authors
2025 B conf
Protein structure generation using a variational autoencoder with Lévy noise and quantum graph transformer.
IJCNN
Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2024 Misc conf
Calo4pQVAE: Quantum-Assisted 4-Partite VAE Surrogate for High Energy Particle-Calorimeter Interactions.
QCE
Sebastian Gonzalez, Hao Jia, Javier Quetzalcóatl Toledo-Marín, Sehmimul Hoque, Abhishek Abhishek, Ian Lu, Deniz Sogutlu, Sören Anderson, Colin Gay, Eric Paquet, Roger G. Melko, Geoffrey C. Fox, Maximilian Swiatlowski, Wojciech Fedorko
2024 J jnl
Conditioned quantum-assisted deep generative surrogate for particle-calorimeter interactions.
CoRR
Javier Quetzalcóatl Toledo-Marín, Sebastian Gonzalez, Hao Jia, Ian Lu, Deniz Sogutlu, Abhishek Abhishek, Colin Gay, Eric Paquet, Roger G. Melko, Geoffrey C. Fox, Maximilian Swiatlowski, Wojciech Fedorko
2024 J jnl
Primary sequence based protein-protein interaction binder generation with transformers.
Complex Intell. Syst.
Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2024 — conf
Protein Sequence Generation Using Denoising Probabilistic Diffusion Model.
LOD (1)
Jean-Luc Blais-Amyot, Farzan Soleymani, Eric Paquet, Herna Lydia Viktor
2024 J jnl
Zephyr quantum-assisted hierarchical Calo4pQVAE for particle-calorimeter interactions.
CoRR
Ian Lu, Hao Jia, Sebastian Gonzalez, Deniz Sogutlu, Javier Quetzalcóatl Toledo-Marín, Sehmimul Hoque, Abhishek Abhishek, Colin Gay, Roger G. Melko, Eric Paquet, Geoffrey C. Fox, Maximilian Swiatlowski, Wojciech Fedorko
2023 J jnl
Deformable Protein Shape Classification Based on Deep Learning, and the Fractional Fokker-Planck and Kähler-Dirac Equations.
IEEE Trans. Pattern Anal. Mach. Intell.
Eric Paquet, Herna L. Viktor, Kamel Madi, Junzheng Wu
2023 — conf
ProVolOne - Protein Volume Prediction Using a Multi-attention, Multi-resolution Deep Neural Network and Finite Element Analysis.
LOD (1)
Eric Paquet, Herna L. Viktor, Wojtek Michalowski, Gabriel St-Pierre Lemieux
2022 C conf
3D Deformable Protein Shapes Classification based on Triangles-Stars and Composite Deep Neural Networks.
AICCSA
Kamel Madi, Eric Paquet
2022 — conf
Adapting to Complexity: Deep Learnable Architecture for Protein-protein Interaction Predictions.
LOD (1)
Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2022 J jnl
Exact shape flattening by means of Weitzenböck geometry and teleparallel distance.
Displays
Eric Paquet, Herna L. Viktor, Gabriel St-Pierre Lemieux
2022 J jnl
Geometric Deep Learning for Protein-Protein Interaction Predictions.
IEEE Access
Gabriel St-Pierre Lemieux, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2022 J jnl
QuantumLeap: Hybrid quantum neural network for financial predictions.
Expert Syst. Appl.
Eric Paquet, Farzan Soleymani
2021 J jnl
Deep Graph Convolutional Reinforcement Learning for Financial Portfolio Management - DeepPocket.
CoRR
Farzan Soleymani, Eric Paquet
2021 J jnl
Deep graph convolutional reinforcement learning for financial portfolio management - DeepPocket.
Expert Syst. Appl.
Farzan Soleymani, Eric Paquet
2021 — conf
Online Semi-supervised Learning from Evolving Data Streams with Meta-features and Deep Reinforcement Learning.
LOD
Parsa Vafaie, Herna L. Viktor, Eric Paquet, Wojtek Michalowski
2021 B conf
Paying Attention: Using a Siamese Pyramid Network for the Prediction of Protein-Protein Interactions with Folding and Self-Binding Primary Sequences.
IJCNN
Junzheng Wu, Eric Paquet, Herna L. Viktor, Wojtek Michalowski
2020 J jnl
Financial portfolio optimization with online deep reinforcement learning and restricted stacked autoencoder - DeepBreath.
Expert Syst. Appl.
Farzan Soleymani, Eric Paquet
2019 C conf
Active Learning and Deep Learning for the Cold-Start Problem in Recommendation System: A Comparative Study.
IC3K
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
2019 — conf
Active Learning and User Segmentation for the Cold-start Problem in Recommendation Systems.
KDIR
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
2019 C conf
New Graph Distance Based on Stable Marriage Formulation for Deformable 3D Objects Recognition.
AICCSA
Kamel Madi, Eric Paquet, Hamamache Kheddouci
2019 J jnl
New graph distance for deformable 3D objects recognition based on triangle-stars decomposition.
Pattern Recognit.
Kamel Madi, Eric Paquet, Hamamache Kheddouci
2018 — conf
Beyond k-NN: Combining Cluster Analysis and Classification for Recommender Systems.
KDIR
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
2018 J jnl
Dynamic adaptation of online ensembles for drifting data streams.
J. Intell. Inf. Syst.
M. Kehinde Olorunnimbe, Herna L. Viktor, Eric Paquet
2018 C conf
HCC-Learn Framework for Hybrid Learning in Recommender Systems.
IC3K
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
2018 B conf
McDiarmid Drift Detection Methods for Evolving Data Streams.
IJCNN
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
2018 J jnl
Reservoir of diverse adaptive learners and stacking fast hoeffding drift detection methods for evolving data streams.
Mach. Learn.
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
2017 B conf
Context-Based Abrupt Change Detection and Adaptation for Categorical Data Streams.
DS
Sarah D'Ettorre, Herna L. Viktor, Eric Paquet
2017 — conf
Exploring Mediatoil Imagery: A Content-based Approach.
KDIR
Sahil Saroop, Herna L. Viktor, Patrick McCurdy, Eric Paquet
2017 J jnl
McDiarmid Drift Detection Methods for Evolving Data Streams.
CoRR
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
2017 J jnl
Reservoir of Diverse Adaptive Learners and Stacking Fast Hoeffding Drift Detection Methods for Evolving Data Streams.
CoRR
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
2016 B conf
A Framework for Classification in Data Streams Using Multi-strategy Learning.
DS
Ali Pesaranghader, Herna L. Viktor, Eric Paquet
2016 — conf
An Active Learning Approach for Ensemble-based Data Stream Mining.
KDIR
Rabaa Alabdulrahman, Herna L. Viktor, Eric Paquet
2015 — conf
Graph Edit Distance Based on Triangle-Stars Decomposition for Deformable 3D Objects Recognition.
3DV
Kamel Madi, Eric Paquet, Hamida Seba, Hamamache Kheddouci
2015 — conf
Intelligent Adaptive Ensembles for Data Stream Mining: A High Return on Investment Approach.
NFMCP
M. Kehinde Olorunnimbe, Herna L. Viktor, Eric Paquet
2015 — conf
SCUT: Multi-Class Imbalanced Data Classification using SMOTE and Cluster-based Undersampling.
KDIR
Astha Agrawal, Herna L. Viktor, Eric Paquet
2014 C conf
A Quantum Particle Swarm Optimization and Genetic Algorithm approach to the correspondence problem.
INISTA
Hamid Hadavi, Herna L. Viktor, Eric Paquet
2014 — conf
Physics-based measurements, reflective measurements and meta-measurements for nonrigid and deformable shapes with application to structural proteomics and macromolecular docking.
CIVEMSA
Eric Paquet, Dela De Youngster, Herna L. Viktor, Emil M. Petriu
2013 C conf
An isometry-invariant spectral approach for protein-protein docking.
BIBE
Dela De Youngster, Eric Paquet, Herna L. Viktor, Emil M. Petriu
2013 B conf
Artificial neural networks for predicting 3D protein shapes from amino acid sequences.
IJCNN
Herna L. Viktor, Eric Paquet, Jing Zhao
2013 — conf
Isometrically Invariant Description of Deformable Objects Based on the Fractional Heat Equation.
CAIP (2)
Eric Paquet, Herna Lydia Viktor
2013 J jnl
Reducing the size of databases for multirelational classification: a subgraph-based approach.
J. Intell. Inf. Syst.
Hongyu Guo, Herna L. Viktor, Eric Paquet
2012 C conf
Aggregation and privacy in multi-relational databases.
PST
Yasser Jafer, Herna L. Viktor, Eric Paquet
2012 — conf
Learning in the Presence of Large Fluctuations: A Study of Aggregation and Correlation.
NFMCP
Eric Paquet, Herna Lydia Viktor, Hongyu Guo
2012 — conf
Transductive Relational Classification in the Co-training Paradigm.
MLDM
Michelangelo Ceci, Annalisa Appice, Herna L. Viktor, Donato Malerba, Eric Paquet, Hongyu Guo
2012 J jnl
Who are our clients: consumer segmentation through explorative data mining.
Int. J. Data Min. Model. Manag.
Herna L. Viktor, Isis Peña, Eric Paquet
2011 — conf
Multimodal Representations, Indexing, Unexpectedness and Proteins.
IEA/AIE (1)
Eric Paquet, Herna L. Viktor
2011 J jnl
Privacy Disclosure and Preservation in Learning with Multi-Relational Databases.
J. Comput. Sci. Eng.
Hongyu Guo, Herna L. Viktor, Eric Paquet
2011 — conf
Privacy leakage in multi-relational learning via unwanted classification models.
CASCON
Hongyu Guo, Herna L. Viktor, Eric Paquet
2011 — conf
Probability distributions from Riemannian geometry, generalized hybrid Monte Carlo sampling, and path integrals.
Three-Dimensional Imaging, Interaction, and Measurement
Eric Paquet, Herna L. Viktor
2011 — conf
To Aggregate or Not to Aggregate: That is the Question.
KDIR
Eric Paquet, Herna L. Viktor, Hongyu Guo
2010 — conf
Identifying and Preventing Data Leakage in Multi-relational Classification.
ICDM Workshops
Hongyu Guo, Herna L. Viktor, Eric Paquet
2010 — conf
Index spaces for 3D retrieval: toward a better understanding of their geometry and distribution.
Three-Dimensional Image Processing (3DIP) and Applications
Eric Paquet, Herna L. Viktor
2010 — conf
Preserving object-relational databases for the next generations.
ICDIM
Herna L. Viktor, Bo Wang, Eric Paquet, Julie Doyle
2009 — conf
Explorative Data Mining for the Sizing of Population Groups.
KDIR
Isis Peña, Herna Lydia Viktor, Eric Paquet
2009 B conf
Finding Clothing That Fit through Cluster Analysis and Objective Interestingness Measures.
DaWaK
Isis Peña, Herna L. Viktor, Eric Paquet
2009 — conf
Finding Protein Family Similarities in Real Time through Multiple 3D and 2D Representations, Indexing and Exhaustive Searching.
KDIR
Eric Paquet, Herna Lydia Viktor
2009 J jnl
Long-term digital preservation: preserving authenticity and usability of 3-D data.
Int. J. Digit. Libr.
Julie Doyle, Herna L. Viktor, Eric Paquet
2009 — ch.
Visual Data Mining from Visualization to Visual Information Mining.
Encyclopedia of Data Warehousing and Mining
Herna L. Viktor, Eric Paquet
2008 J jnl
Capri/MR: exploring protein databases from a structural and physicochemical point of view.
Proc. VLDB Endow.
Eric Paquet, Herna L. Viktor
2008 — conf
Preservation metadata - a framework for 3D data based on the Semantic Web.
ICDIM
Julie Doyle, Herna L. Viktor, Eric Paquet
2007 J jnl
Adjustment of Virtual Mannequins Through Anthropometric Measurements, Cluster Analysis, and Content-Based Retrieval of 3-D Body Scans.
IEEE Trans. Instrum. Meas.
Eric Paquet, Herna L. Viktor
2007 — conf
Long term digital preservation - An end user's perspective.
ICDIM
Julie Doyle, Herna L. Viktor, Eric Paquet
2007 — conf
Pruning Relations for Substructure Discovery of Multi-relational Databases.
PKDD
Hongyu Guo, Herna L. Viktor, Eric Paquet
2007 J jnl
Representation of 3D and 4D Objects Based on an Associated Curved Space and a General Coordinate Transformation Invariant Description.
EURASIP J. Adv. Signal Process.
Eric Paquet
2006 J jnl
Invariant Robust 3-D Face Recognition based on the Hilbert Transform in Spectral Space.
J. Multim.
Eric Paquet, Marc Rioux
2006 — conf
Measuring to Fit: Virtual Tailoring Through Cluster Analysis and Classification.
PKDD
Herna L. Viktor, Eric Paquet, Hongyu Guo
2005 J jnl
On the application of 3D technologies to the framework of cultural heritage.
Ann. des Télécommunications
Eric Paquet, Herna L. Viktor
2003 — conf
Visualisation of Highly Textured Surfaces.
VAST
Sabry F. El-Hakim, Lorenzo Gonzo, Michel Picard, Stefano Girardi, Andrea Simoni, Eric Paquet, Herna L. Viktor, Claus Brenner
2002 — conf
The Virtual Boutique: a Synergic Approach to Virtualization, Content-based Management of 3D Information, 3D Data Mining an Virtual Reality for E-commerce.
3DPVT
Eric Paquet, Herna L. Viktor, Shawn Peter
2000 J jnl
Description of shape information for 2-D and 3-D objects.
Signal Process. Image Commun.
Eric Paquet, Marc Rioux, Anil M. Murching, Thumpudi Naveen, Ali J. Tabatabai
2000 J jnl
Management of three-dimensional and anthropometric databases: Alexandria and Cleopatra.
J. Electronic Imaging
Eric Paquet, Kathleen M. Robinette, Marc Rioux
1999 — conf
Crawling, Indexing and Retrieval of Three-Dimensional Data on the Web in the Framework of MPEG-7.
VISUAL
Eric Paquet, Marc Rioux
1999 J jnl
Nefertiti: a query by content system for three-dimensional model and image databases management.
Image Vis. Comput.
Eric Paquet, Marc Rioux
1999 — conf
The MPEG-7 Standard and the Content-Based Management of Three-Dimensional Data: A Case Study.
ICMCS, Vol. 1
Eric Paquet, Marc Rioux
1998 A* conf
A Content-Based Search Engine for VRML Databases.
CVPR
Eric Paquet, Marc Rioux
1998 — conf
Content-Based Access of VRML Libraries.
Multimedia Information Analysis and Retrieval
Eric Paquet, Marc Rioux
1997 — conf
Nefertiti: A Query by Content Software for Three-Dimensional Models Databases Management.
3DIM
Eric Paquet, Marc Rioux
1997 J jnl
Three-dimensional Polychromatic Objects Classification Based on Amplitude Modulation and Amplitude-shift Keying.
Real Time Imaging
Eric Paquet