Hojjat Salehinejad

Proceedings of the IEEE International Conference on Acoustics, 2023

Multi-Observation Hidden Semi-Markov Model for Photoplethysmogram Signal Semantic Segmentation.

[BibT_eX]

[DOI]

Navid Hasanzadeh

Proceedings of the IEEE International Conference on Acoustics, 2023

Partially Observable Markov Decision Process Model for Dynamic Human Activity Recognition Using Radio Frequency Signals.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Hand Movement Velocity Estimation From WiFi Channel State Information.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

Hypertension Detection From High-Dimensional Representation of Photoplethysmogram Signals.

[BibT_eX]

[DOI]

Navid Hasanzadeh

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

EDropout: Energy-Based Dropout and Pruning of Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

S-Rocket: Selective Random Convolution Kernels for Time Series Classification.

[BibT_eX]

[DOI]

CoRR, 2022

LiteHAR: Lightweight Human Activity Recognition from WIFI Signals with Random Convolution Kernels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Deep COVID DeteCT: an international experience on COVID-19 lung detection and prognosis using chest CT.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2021

A Real-World Demonstration of Machine Learning Generalizability: Intracranial Hemorrhage Detection on Head CT.

[BibT_eX]

[DOI]

Suradech Suthiphosuwan

CoRR, 2021

Deep Sequential Learning For Cervical Spine Fracture Detection On Computed Tomography Imaging.

[BibT_eX]

[DOI]

Oleksandra Samorodova

Monica Tafur Arciniegas

Zamir Merali

Suradech Suthiphosuwan

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Pruning of Convolutional Neural Networks using ising Energy Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

A Framework for Pruning Deep Neural Networks Using Energy-Based Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

A Probabilistic Scheme for Representation Learning with Radial Transform Images.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Synthesizing Chest X-Ray Pathology for Training Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Survey of Dropout Methods for Deep Neural Networks.

[BibT_eX]

[DOI]

Alex Labach

CoRR, 2019

Ising-dropout: A Regularization Method for Training and Compression of Deep Neural Networks.

[BibT_eX]

[DOI]

Elton Figueiredo de S. Soares

Proceedings of the IEEE International Conference on Acoustics, 2019

Recurrent Neural Networks for Online Travel Mode Detection.

[BibT_eX]

[DOI]

Carlos Alberto Vieira Campos

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Privacy Preserving Deep Learning with Distributed Encoders.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

Ising Dropout with Node Grouping for Training and Compression of Deep Neural Networks.

[BibT_eX]

[DOI]

Zijian Wang

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

Recent Advances in Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Generalization of Deep Neural Networks for Chest Pathology Classification in X-Rays Using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Image Augmentation Using Radial Transform for Training Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Cylindrical Transform: 3D Semantic Segmentation of Kidneys with Limited Annotated Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Unsupervised Semantic Segmentation of Kidneys Using Radial Transform Sampling on Limited Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

CenDE: Centroid-Based Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Canadian Conference on Electrical & Computer Engineering, 2018

2017

Interpretation of Mammogram and Chest Radiograph Reports using Deep Neural Networks - Preliminary Results.

[BibT_eX]

[DOI]

CoRR, 2017

Training Neural Networks with Very Little Data - A Draft.

[BibT_eX]

[DOI]

CoRR, 2017

A Convolutional Neural Network for Search Term Detection-A Draft.

[BibT_eX]

[DOI]

CoRR, 2017

Micro-differential evolution: Diversity enhancement and a comparative study.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

Opposition-based ensemble micro-differential evolution.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A convolutional neural network for search term detection.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

2016

Learning Over Long Time Lags.

[BibT_eX]

[DOI]

CoRR, 2016

Internet of Things for Residential Areas: Toward Personalized Energy Management Using Big Data.

[BibT_eX]

[DOI]

CoRR, 2016

Effects of centralized population initialization in differential evolution.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Customer shopping pattern prediction: A recurrent neural network approach.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Exploration enhancement in ensemble micro-differential evolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

UWB wireless: a scheme for SCADA communications in offshore wind farms.

[BibT_eX]

[DOI]

Masoud RashidiNejad

Int. J. Ultra Wideband Commun. Syst., 2015

Toward Smart Power Grids: Communication Network Design for Power Grids Synchronization.

[BibT_eX]

[DOI]

CoRR, 2015

Combined A*-Ants Algorithm: A New Multi-Parameter Vehicle Navigation Scheme.

[BibT_eX]

[DOI]

Fereydoun Farrahi Moghaddam

Hossein Nezamabadi-pour

Saeid Saryazdi

CoRR, 2015

Deep Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics.

[BibT_eX]

[DOI]

Amir Mohammad Gilani

CoRR, 2015

Recurrent Neural Networks for Sequential Phenotype Prediction in Genomics.

[BibT_eX]

[DOI]

Amir Mohammad Gilani

Proceedings of the International Conference on Developments of E-Systems Engineering, 2015

2014

Optimum communication infrastructure design for power grids synchronisation in smart grids.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2014

Centroid Opposition-Based Differential Evolution.

[BibT_eX]

[DOI]

Int. J. Appl. Metaheuristic Comput., 2014

3D localization in large-scale Wireless Sensor Networks: A micro-differential evolution approach.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Micro-differential evolution with vectorized random mutation factor.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Type-II opposition-based differential evolution.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Computing opposition by involving entire population.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Optimum Localization of Wind Turbine Sites Using Opposition Based Ant Colony Optimization.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013

2012

Cognitive radio networks spectrum allocation: An ACS perspective.

[BibT_eX]

[DOI]

Faroukh Koroupi

Sci. Iran., 2012

A subsampling-predictor associated approach for fast global motion estimation.

[BibT_eX]

[DOI]

Adel Ahmadi

Sci. Iran., 2012

PAPR Reduction of OFDM Signals by Novel Global Harmony Search in PTS Scheme.

[BibT_eX]

[DOI]

Int. J. Digit. Multim. Broadcast., 2012

2011

PAPR reduction of OFDM signals using harmony search algorithm.

[BibT_eX]

[DOI]

Emad Meimand Kermani

Proceedings of the 18th International Conference on Telecommunications, 2011

Intelligent Navigation of Emergency Vehicles.

[BibT_eX]

[DOI]

Proceedings of the 2011 Developments in E-systems Engineering, 2011

2010

Dynamic Fuzzy Logic-Ant Colony System-Based Route Selection System.

[BibT_eX]

[DOI]

Appl. Comput. Intell. Soft Comput., 2010

A metaheuristic approach to spectrum assignment for opportunistic spectrum access.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Telecommunications, 2010

Improved initial value prediction for global motion estimation.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

2008

A New Route Selection System: Multiparameter Ant Algorithm Based Vehicle Navigation Approach.

[BibT_eX]

[DOI]

Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

A Pistachio Nuts Classification Technique: An ANN Based Signal Processing Scheme.

[BibT_eX]

[DOI]

Somaieh Mahdavi-Jafari