Reza Arablouei

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 62

Top Venues

CoRR

IEEE Trans. Signal Process.

Signal Process.

EUSIPCO

Publications

Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab, Reza Arablouei, Sarah Johnson
Design and Analysis of Clustering-Based Joint Channel Estimation and Signal Detection for NOMA. IEEE Trans. Veh. Technol. 73 (2) (2024)
Ehsan Lari, Reza Arablouei, Naveen K. D. Venkategowda, Stefan Werner
Distributed Maximum Consensus over Noisy Links. CoRR (2024)
Ehsan Lari, Reza Arablouei, Stefan Werner
Privacy-Preserving Distributed Nonnegative Matrix Factorization. CoRR (2024)
Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Reza Arablouei, Volkan Dedeoglu
Advanced Dataset Discovery: When Multi-Query-Dataset Cardinality Estimation Matters. CoRR (2024)
Kealan Dunnett, Reza Arablouei, Dimity Miller, Volkan Dedeoglu, Raja Jurdak
Unlearning Backdoor Attacks through Gradient-Based Model Pruning. CoRR (2024)
Metin Pekgor, Reza Arablouei, Mostafa Nikzad, Syed H. Masood
Displacement Estimation via 3D-Printed RFID Sensors for Structural Health Monitoring: Leveraging Machine Learning and Photoluminescence to Overcome Data Gaps. Sensors 24 (4) (2024)
Ehsan Lari, Vinay Chakravarthi Gogineni, Reza Arablouei, Stefan Werner
On The Resilience Of Online Federated Learning To Model Poisoning Attacks Through Partial Sharing. ICASSP (2024)
Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Volkan Dedeoglu, Reza Arablouei
Optimizing Data Acquisition to Enhance Machine Learning Performance. Proc. VLDB Endow. 17 (6) (2024)
Ehsan Lari, Vinay Chakravarthi Gogineni, Reza Arablouei, Stefan Werner
Analyzing the Impact of Partial Sharing on the Resilience of Online Federated Learning Against Model Poisoning Attacks. CoRR (2024)
Timothy Tadj, Reza Arablouei, Volkan Dedeoglu
On Evaluating IoT Data Trust via Machine Learning. Future Internet 15 (9) (2023)
Reza Arablouei, Liang Wang, Lachlan Currie, Jodan Yates, Flavio A. P. Alvarenga, Gregory Bishop-Hurley
Animal behavior classification via deep learning on embedded systems. Comput. Electron. Agric. 207 (2023)
Yiran Shen, Reza Arablouei, Frank de Hoog, Hao Xing, Jacques Malan, James Sharp, Sara Shouri, Timothy D. Clark, Carine Lefevre, Frederieke Kroon, Andrea Severati, Brano Kusy
In-Situ Fish Heart-Rate Estimation and Feeding Event Detection Using an Implantable Biologger. IEEE Trans. Mob. Comput. 22 (2) (2023)
Ehsan Lari, Vinay Chakravarthi Gogineni, Reza Arablouei, Stefan Werner
Resource-Efficient Federated Learning Robust to Communication Errors. SSP (2023)
Jia Syuen Lim, Ziwei Wang, Jiajun Liu, Abdelwahed Khamis, Reza Arablouei, Robert Barlow, Ryan McAllister
Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring. CoRR (2023)
Timothy Tadj, Reza Arablouei, Volkan Dedeoglu
IoT Data Trust Evaluation via Machine Learning. CoRR (2023)
Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Gregory Bishop-Hurley
Classifying animal behavior from accelerometry data via recurrent neural networks. Comput. Electron. Agric. 206 (2023)
Ehsan Lari, Vinay Chakravarthi Gogineni, Reza Arablouei, Stefan Werner
Continual Local Updates for Federated Learning with Enhanced Robustness to Link Noise. APSIPA ASC (2023)
Ziwei Wang, Reza Arablouei, Jiajun Liu, Paulo Borges, Greg Bishop-Hurley, Nicholas Heaney
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds. ICME (2023)
Meisam Mohammady, Reza Arablouei
Efficient Privacy-Preserved Processing of Multimodal Data for Vehicular Traffic Analysis. CoRR (2023)
Ali Zia, Renuka Sharma, Reza Arablouei, Greg Bishop-Hurley, Jody McNally, Neil Bagnall, Vivien Rolland, Brano Kusy, Lars Petersson, Aaron Ingham
CVB: A Video Dataset of Cattle Visual Behaviors. CoRR (2023)
Ziwei Wang, Reza Arablouei, Jiajun Liu, Paulo Borges, Greg Bishop-Hurley, Nicholas Heaney
Point-Syn2Real: Semi-Supervised Synthetic-to-Real Cross-Domain Learning for Object Classification in 3D Point Clouds. CoRR (2022)
Reza Arablouei, Liang Wang, Caitlin Phillips, Lachlan Currie, Jordan Yates, Greg Bishop-Hurley
In-situ animal behavior classification using knowledge distillation and fixed-point quantization. CoRR (2022)
Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Reza Arablouei
Representative Routes Discovery from Massive Trajectories. KDD (2022)
Reza Arablouei, Ziwei Wang, Greg Bishop-Hurley, Jiajun Liu
Multi-modal Sensor Data Fusion for In-situ Classification of Animal Behavior Using Accelerometry and GNSS Data. CoRR (2022)
Vikram Kumar, Reza Arablouei
Self-Localization of IoT Devices Using Noisy Anchor Positions and RSSI Measurements. Wirel. Pers. Commun. 124 (2) (2022)
Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab, Reza Arablouei, Sarah Johnson
Clustering-based Joint Channel Estimation and Signal Detection for NOMA. CoRR (2022)
Metin Pekgor, Reza Arablouei, Mostafa Nikzad, Syed H. Masood
Displacement Estimation Using 3D-Printed RFID Arrays for Structural Health Monitoring. Sensors 22 (22) (2022)
Ziwei Wang, Jiajun Liu, Reza Arablouei, Greg Bishop-Hurley, Melissa Matthews, Paulo Borges
Multi-modal sensing for behaviour recognition. MobiCom (2022)
Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning. EUSIPCO (2021)
Reza Arablouei, Lachlan Currie, Brano Kusy, Aaron Ingham, Paul L. Greenwood, Greg Bishop-Hurley
In-situ classification of cattle behavior using accelerometry data. Comput. Electron. Agric. 183 (2021)
Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Greg Bishop-Hurley
Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks. CoRR (2021)
Reza Arablouei, Liang Wang, Lachlan Currie, Flavio A. P. Alvarenga, Greg Bishop-Hurley
Animal Behavior Classification via Deep Learning on Embedded Systems. CoRR (2021)
Mohammad Javad Ahmadi, Reza Arablouei, Reza Abdolee
Efficient Estimation of Graph Signals With Adaptive Sampling. IEEE Trans. Signal Process. 68 (2020)
Vikram Kumar, Reza Arablouei
Self-localization given single perturbed measurement of anchor positions and RSSI. WPMC (2020)
Yiran Shen, Reza Arablouei, Frank de Hoog, Jacques Malan, James Sharp, Sara Shouri, Timothy D. Clark, Carine Lefevre, Frederieke Kroon, Andrea Severati, Brano Kusy
Estimating Heart Rate and Detecting Feeding Events of Fish Using an Implantable Biologger. IPSN (2020)
Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
Distributed Learning with Non-Smooth Objective Functions. EUSIPCO (2020)
Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab, Reza Arablouei, Sarah Johnson
Clustering-based Joint Channel Estimation and Signal Detection for Grant-free NOMA. GLOBECOM (Workshops) (2020)
Reza Arablouei
Spectral Unmixing With Perturbed Endmembers. IEEE Trans. Geosci. Remote. Sens. 57 (1) (2019)
Afaz Uddin Ahmed, Reza Arablouei, Frank de Hoog, Branislav Kusy, Neil Bergmann, Raja Jurdak
Nakagami-m distribution of RSSI in shadowing pathloss model for indoor localization. SAS (2019)
Afaz Uddin Ahmed, Reza Arablouei, Frank de Hoog, Branislav Kusy, Raja Jurdak
Multi-radio Data Fusion for Indoor Localization using Bluetooth and WiFi. PECCS (2019)
Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming. ICASSP (2019)
Vikram Kumar, Reza Arablouei, Frank de Hoog, Raja Jurdak, Branislav Kusy, Neil W. Bergmann
Pseudo-linear localization using perturbed RSSI measurements and inaccurate anchor positions. Pervasive Mob. Comput. 52 (2019)
Afaz Uddin Ahmed, Reza Arablouei, Frank de Hoog, Branislav Kusy, Raja Jurdak, Neil Bergmann
Estimating Angle-of-Arrival and Time-of-Flight for Multipath Components Using WiFi Channel State Information. Sensors 18 (6) (2018)
Afaz Uddin Ahmed, Neil W. Bergmann, Reza Arablouei, Frank de Hoog, Branislav Kusy, Raja Jurdak
Fast indoor localization using WiFi channel state information: poster abstract. IPSN (2018)
Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
Distributed Ridge Regression with Feature Partitioning. ACSSC (2018)
Reza Arablouei
Fusing Multiple Multiband Images. J. Imaging 4 (10) (2018)
Reza Arablouei
Fusion of Multiple Multiband Images with Complementary Spatial and Spectral Resolutions. ICASSP (2018)
Vikram Kumar, Reza Arablouei, Raja Jurdak, Branislav Kusy, Neil W. Bergmann
Multi-mode Tracking of a Group of Mobile Agents. CoRR (2017)
Vikram Kumar, Reza Arablouei, Raja Jurdak, Branislav Kusy, Neil W. Bergmann
Multi-mode tracking of a group of mobile agents. WPMC (2017)
Vikram Kumar, Reza Arablouei, Raja Jurdak, Branislav Kusy, Neil W. Bergmann
RSSI-Based Self-Localization with Perturbed Anchor Positions. CoRR (2017)
Reza Arablouei
Fusing Multiple Multiband Images. CoRR (2017)
Vikram Kumar, Reza Arablouei, Brano Kusy, Raja Jurdak, Neil W. Bergmann
WLS-Based Self-Localization Using Perturbed Anchor Positions and RSSI Measurements. CoRR (2017)
Vikram Kumar, Reza Arablouei, Raja Jurdak, Branislav Kusy, Neil W. Bergmann
RSSI-based self-localization with perturbed anchor positions. PIMRC (2017)
Reza Arablouei, Kutluyil Dogançay, Stefan Werner, Yih-Fang Huang
On the asymptotic bias of the diffusion-based distributed pareto optimization. Signal Process. 130 (2017)
Md Shahzamal, Raja Jurdak, Reza Arablouei, Minkyoung Kim, Kanchana Thilakarathna, Bernard Mans
Airborne Disease Propagation on Large Scale Social Contact Networks. SocialSens@CPSWeek (2017)
Kewei Zhang, Reza Arablouei, Raja Jurdak
Predicting Prevalence of Influenza-Like Illness From Geo-Tagged Tweets. WWW (Companion Volume) (2017)
Reza Arablouei
Fast reconstruction algorithm for perturbed compressive sensing based on total least-squares and proximal splitting. Signal Process. 130 (2017)
Neelabh Kashyap, Stefan Werner, Yih-Fang Huang, Reza Arablouei
Privacy preserving decentralized power system state estimation with phasor measurement units. SAM (2016)
Reza Arablouei, Frank de Hoog
Hyperspectral Image Recovery via Hybrid Regularization. IEEE Trans. Image Process. 25 (12) (2016)
Reza Arablouei
Fast Reconstruction Algorithm for Perturbed Compressive Sensing Based on Total Least-Squares and Proximal Splitting. CoRR (2016)
Reza Arablouei, Ethan Goan, Stephen Gensemer, Branislav Kusy
Fast and robust pushbroom hyperspectral imaging via DMD-based scanning. CoRR (2016)
Reza Arablouei, Kutluyil Dogançay, Stefan Werner
On the mean-square performance of the constrained LMS algorithm. Signal Process. 117 (2015)
Reza Arablouei, Kutluyil Dogancay, Stefan Werner
Recursive Total Least-Squares Algorithm Based on Inverse Power Method and Dichotomous Coordinate-Descent Iterations. IEEE Trans. Signal Process. 63 (8) (2015)
Reza Arablouei, Kutluyil Dogancay, Stefan Werner, Yih-Fang Huang
Model-distributed solution of regularized least-squares problem over sensor networks. ICASSP (2015)
Reza Arablouei, Kutluyil Dogancay
Performance Analysis of Linear-Equality-Constrained Least-Squares Estimation. IEEE Trans. Signal Process. 63 (14) (2015)
Kutluyil Dogancay, Reza Arablouei
Selective angle measurements for a 3D-AOA instrumental variable TMA algorithm. EUSIPCO (2015)
Reza Arablouei, Kutluyil Dogançay, Stefan Werner, Yih-Fang Huang
On the Asymptotic Bias of the Diffusion-Based Distributed Pareto Optimization. CoRR (2015)
Reza Arablouei, Kutluyil Dogançay, Stefan Werner
Adaptive frequency estimation of three-phase power systems. Signal Process. 109 (2015)
Reza Arablouei, Stefan Werner, Kutluyil Dogançay, Yih-Fang Huang
Analysis of a reduced-communication diffusion LMS algorithm. Signal Process. 117 (2015)
Reza Arablouei, Frank de Hoog
Hyperspectral Image Recovery from Incomplete and Imperfect Measurements via Hybrid Regularization. CoRR (2015)
Reza Arablouei, Stefan Werner, Yih-Fang Huang, Kutluyil Dogancay
Distributed Least Mean-Square Estimation With Partial Diffusion. IEEE Trans. Signal Process. 62 (2) (2014)
Reza Arablouei, Kutluyil Dogançay, Tülay Adali
Unbiased RLS identification of errors-in-variables models in the presence of correlated noise. EUSIPCO (2014)
Ngoc Hung Nguyen, Reza Arablouei, Kutluyil Dogançay
Adaptive distributed waveform selection for target tracking by a multistatic radar system. SSP (2014)
Reza Arablouei, Yih-Fang Huang, Stefan Werner, Kutluyil Dogançay
Reduced-Communication Diffusion LMS Strategy for Adaptive Distributed Estimation. CoRR (2014)
Reza Arablouei, Kutluyil Dogançay
Mean-Square Performance of the Constrained LMS Algorithm. CoRR (2014)
Reza Arablouei, Kutluyil Dogancay, Stefan Werner, Yih-Fang Huang
Adaptive Distributed Estimation Based on Recursive Least-Squares and Partial Diffusion. IEEE Trans. Signal Process. 62 (14) (2014)
Reza Arablouei, Kutluyil Dogançay, Stefan Werner
Recursive Total Least-Squares Algorithm Based on Inverse Power Method and Dichotomous Coordinate-Descent Iterations. CoRR (2014)
Reza Arablouei, Stefan Werner, Kutluyil Dogancay
Analysis of the Gradient-Descent Total Least-Squares Adaptive Filtering Algorithm. IEEE Trans. Signal Process. 62 (5) (2014)
Reza Arablouei, Kutluyil Dogançay
Performance Analysis of Linear-Equality-Constrained Least-Squares Estimation. CoRR (2014)
Reza Arablouei, Kutluyil Dogancay, Tülay Adali
Unbiased Recursive Least-Squares Estimation Utilizing Dichotomous Coordinate-Descent Iterations. IEEE Trans. Signal Process. 62 (11) (2014)
Reza Arablouei, Kutluyil Dogancay, Stefan Werner
Recursive total least-squares estimation of frequency in three-phase power systems. EUSIPCO (2014)
Reza Arablouei, Kutluyil Dogançay
Steady-state mean squared error and tracking performance analysis of the quasi-OBE algorithm. Signal Process. 93 (1) (2013)
Reza Arablouei, Kutluyil Dogançay
Modified quasi-OBE algorithm with improved numerical properties. Signal Process. 93 (4) (2013)
Reza Arablouei, Stefan Werner, Kutluyil Dogancay
Estimating frequency of three-phase power systems via widely-linear modeling and total least-squares. CAMSAP (2013)
Reza Arablouei, Stefan Werner, Kutluyil Dogancay
Partial-diffusion recursive least-squares estimation over adaptive networks. CAMSAP (2013)
Reza Arablouei, Kutluyil Dogançay, Stefan Werner
Reduced-complexity distributed least-squares estimation over adaptive networks. SPAWC (2013)
Felix Albu, Marius Rotaru, Reza Arablouei, Kutluyil Dogancay
Intermittently-updated affine projection algorithm. ICASSP (2013)
Reza Arablouei, Stefan Werner, Kutluyil Dogancay
Diffusion-based distributed adaptive estimation utilizing gradient-descent total least-squares. ICASSP (2013)
Reza Arablouei, Stefan Werner, Kutluyil Dogancay
Adaptive frequency estimation of three-phase power systems with noisy measurements. ICASSP (2013)
Reza Arablouei, Kutluyil Dogançay
Affine projection algorithm with variable projection order. ICC (2012)
Reza Arablouei, Kutluyil Dogançay
Low-complexity adaptive decision-feedback equalization of MIMO channels. Signal Process. 92 (6) (2012)
Reza Arablouei, Kutluyil Dogancay
Reduced-Complexity Constrained Recursive Least-Squares Adaptive Filtering Algorithm. IEEE Trans. Signal Process. 60 (12) (2012)
Reza Arablouei, Kutluyil Dogancay
Tracking performance analysis of the set-membership NLMS Adaptive Filtering Algorithm. APSIPA (2012)
Reza Arablouei, Kutluyil Dogançay
Adaptive decision-feedback equalization of MIMO channels using coordinate descent iterations. ICC (2012)
Reza Arablouei, Kutluyil Dogançay
Set-membership recursive least-squares adaptive filtering algorithm. ICASSP (2012)
Reza Arablouei, Kutluyil Dogançay
Affine projection algorithm with selective projections. Signal Process. 92 (9) (2012)
Reza Arablouei, Kutluyil Dogancay
Linearly-Constrained Recursive Total Least-Squares Algorithm. IEEE Signal Process. Lett. 19 (12) (2012)
Reza Arablouei, Kutluyil Dogancay
Low-complexity implementation of the constrained recursive least-squares algorithm. APSIPA (2012)
Reza Arablouei, Kutluyil Dogancay, Sylvie Perreau
MIMO-DFE coupled with V-BLAST for adaptive equalization of wideband MIMO channels. EUSIPCO (2011)

Reza Arablouei.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Reza Arablouei