Research Explorer

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Researcher

Azarakhsh Jalalvand

Awards & Distinctions

46 Results

2025

Hybrid neural network architecture for highly instrumented industrial applications : a study case on the steel industry

Davi Alberto SalaErik MannensAzarakhsh Jalalvand

2023

Cluster-based input weight initialization for echo state networks

Peter SteinerAzarakhsh JalalvandPeter Birkholz

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Hybrid static-sensory data modeling for prediction tasks in basic oxygen furnace process

Davi Alberto SalaAndy Van Yperen-De DeyneErik MannensAzarakhsh Jalalvand

A1 Journal Article in APPLIED INTELLIGENCE

Hybrid-input FCN-CNN-SE for industrial applications : classification of longitudinal cracks during continuous casting

Davi Alberto SalaAndy Van Yperen-De DeyneErik MannensAzarakhsh Jalalvand

A1 Journal Article in METALS

2022

Alfven eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks

Azarakhsh JalalvandAlan A. KaptanogluAlvin, V GarciaAndrew O. NelsonJoseph AbbateMax E. AustinGeert VerdoolaegeSteven L. BruntonWilliam W. HeidbrinkEgemen Kolemen

A1 Journal Article in NUCLEAR FUSION

DIII-D research advancing the physics basis for optimizing the tokamak approach to fusion energy

M. E. FenstermacherJ. AbbateS. AbeT. AbramsM. AdamsB. AdamsonN. AibaT. AkiyamaP. AleynikovE. Allen et al.

A1 Journal Article in NUCLEAR FUSION

Data science in fusion research : foundations and recent applications

Geert VerdoolaegeJerome AlhageLeonardo CaputoJoseph HallAzarakhsh JalalvandHao Wu

Exploring data-driven models for spatiotemporally local classification of Alfven eigenmodes

Alan A. KaptanogluAzarakhsh JalalvandAlvin GarciaMax E. AustinGeert VerdoolaegeJeff SchneiderChristopher J. HansenSteven L. BruntonWilliam W. HeidbrinkEgemen Kolemen

A1 Journal Article in NUCLEAR FUSION

PyRCN : a toolbox for exploration and application of Reservoir Computing Networks

Peter SteinerAzarakhsh JalalvandSimon StonePeter Birkholz

A1 Journal Article in ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

Azarakhsh JalalvandJoseph AbbateRory ConlinGeert VerdoolaegeEgemen Kolemen

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

2021

Feature engineering and stacked echo state networks for musical onset detection

P. SteinerAzarakhsh JalalvandS. StoneP. Birkholz

Improved acoustic modeling for automatic piano music transcription using echo state networks

Peter SteinerAzarakhsh JalalvandPeter Birkholz

Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems

Utku ÖzbulakBaptist VandersmissenAzarakhsh JalalvandIvo CouckuytArnout Van MessemWesley De Neve

A1 Journal Article in COMPUTER VISION AND IMAGE UNDERSTANDING

Unsupervised pretraining of echo state networks for onset detection

Peter SteinerAzarakhsh JalalvandPeter Birkholz

2020

Augmented vision using high-dimensional sensors and deep neural networks

Baptist VandersmissenWesley De NeveAzarakhsh Jalalvand

Hyper-dimensional time-series data analysis with reservoir computing networks to predict plasma profiles in tokamak

Azarakhsh JalalvandJ. AbbateR. ConlinE. KolemanGeert Verdoolaege

Indoor human activity recognition using high-dimensional sensors and deep neural networks

Baptist VandersmissenNicolas KnuddeAzarakhsh JalalvandIvo CouckuytTom DhaeneWesley De Neve

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

Multipitch tracking in music signals using Echo State Networks

P. SteinerS. StoneP. BirkholzAzarakhsh Jalalvand

2019

Radar signal processing for human identification by means of reservoir computing networks

Azarakhsh JalalvandBaptist VandersmissenWesley De NeveErik Mannens

2018

Indoor person identification using a low-power FMCW radar

Baptist VandersmissenNicolas KnuddeAzarakhsh JalalvandIvo CouckuytAndre BourdouxWesley De NeveTom Dhaene

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multivariate time series for data-driven endpoint prediction in the basic oxygen furnace

Davi Alberto SalaAzarakhsh JalalvandA. Van Yperen-De DeyneErik Mannens

On the application of reservoir computing networks for noisy image recognition

Azarakhsh JalalvandKris DemuynckWesley De NeveJean-Pierre Martens

A1 Journal Article in NEUROCOMPUTING

2017

Dynamically reconfigurable architecture for fault-tolerant 2D Networks-on-Chip

Poona BahrebarAzarakhsh JalalvandDirk Stroobandt

Indoor tracking of multiple persons with a 77 GHz MIMO FMCW radar

Nicolas KnuddeBaptist VandersmissenK. ParasharIvo CouckuytAzarakhsh JalalvandA BourdouxWesley De NeveTom Dhaene

Object localization in handheld thermal images for fireground understanding

Florian VandecasteeleBart MerciAzarakhsh JalalvandSteven Verstockt

2016

An automated end-to-end pipeline for fine-grained video annotation using deep neural networks

Baptist VandersmissenLucas SterckxThomas DemeesterAzarakhsh JalalvandWesley De NeveRik Van de Walle

Towards using reservoir computing networks for noise-robust image recognition

Azarakhsh JalalvandWesley De NeveRik Van de WalleJean-Pierre Martens

2015

Design of reservoir computing systems for noise-robust speech and handwriting recognition

Azarakhsh JalalvandKris DemuynckWesley De NeveRik Van de WalleJean-Pierre Martens

Design of reservoir computing systems for the recognition of noise corrupted speech and handwriting

Azarakhsh JalalvandJean-Pierre MartensKris Demuynck

Real-time reservoir computing network-based systems for detection tasks on visual contents

Azarakhsh JalalvandGlenn Van WallendaelRik Van de Walle

Robust continuous digit recognition using reservoir computing

Azarakhsh JalalvandFabian TriefenbachKris DemuynckJean-Pierre Martens

A1 Journal Article in COMPUTER SPEECH AND LANGUAGE

2014

Adaptive multicast routing method for 3D mesh-based networks-on-chip

Poona BahrebarAzarakhsh JalalvandDirk Stroobandt

Alleviating manual feature engineering for part-of-speech tagging of Twitter microposts using distributed word representations

Fréderic GodinBaptist VandersmissenAzarakhsh JalalvandWesley De NeveRik Van de Walle

2013

Acoustic modeling with hierarchical reservoirs

Fabian TriefenbachAzarakhsh JalalvandKris DemuynckJean-Pierre Martens

A1 Journal Article in IEEE TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING

Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition

Fabian TriefenbachAzarakhsh JalalvandKris DemuynckJean-Pierre Martens

Feature enhancement with a reservoir-based denoising auto encoder

Azarakhsh JalalvandKris DemuynckJean-Pierre Martens

Noise robust continuous digit recognition with reservoir-based acoustic models

Azarakhsh JalalvandKris DemuynckJean-Pierre Martens

2012

Continuous digit recognition in noise: reservoirs can do an excellent job!

Azarakhsh JalalvandFabian TriefenbachJean-Pierre Martens

2011

Connected digit recognition by means of Reservoir Computing

Azarakhsh JalalvandFabian TriefenbachDavid VerstraetenJean-Pierre Martens

Discriminative transformations of speech features based on minimum classification error

Behzad ZamaniAhmad AkbariBabak NasersharifAzarakhsh Jalalvand

Optimized discriminative transformations for speech features based on minimum classification error

Behzad ZamaniAhmad AkbariBabak NasersharifAzarakhsh Jalalvand

A1 Journal Article in PATTERN RECOGNITION LETTERS

2010

Discriminative transformation for speech features based on genetic algorithm and HMM likelihoods

Behzad ZamaniAhmad AkbariBabak NasersharifMehdi MohammadiAzarakhsh Jalalvand

A1 Journal Article in IEICE Electronics Express

Phoneme recognition with large hierarchical reservoirs

Fabian TriefenbachAzarakhsh JalalvandBenjamin SchrauwenJean-Pierre Martens

2008

A cross model approach to support of QOS parameters in wireless sensor networks

Behzad ZamaniMehdi MohammadiAzarakhsh JalalvandReza FakouriMahmood Fathy

A new interestingness measure for associative rules based on the geometric context

Azarakhsh JalalvandBehrouz MinaeiGolnaz AtabakiShahab Jalalvand

Speech recognition with a competitive probabilistic radial basis neural network

Nima YousefianAzarakhsh JalalvandPooyan AhmadiMorteza Analoui