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Reza Arablouei
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2020 – today
- 2024
- [j34]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): 1310-1323 (2024) - [j33]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): 1233 (2024) - [j32]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): 2093-2108 (2024) - [c41]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: 9201-9205 - [i27]Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Reza Arablouei, Volkan Dedeoglu:
Advanced Dataset Discovery: When Multi-Query-Dataset Cardinality Estimation Matters. CoRR abs/2401.00659 (2024) - [i26]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 abs/2403.13108 (2024) - [i25]Ehsan Lari, Reza Arablouei, Stefan Werner:
Privacy-Preserving Distributed Nonnegative Matrix Factorization. CoRR abs/2403.18326 (2024) - [i24]Ehsan Lari, Reza Arablouei, Naveen K. D. Venkategowda, Stefan Werner:
Distributed Maximum Consensus over Noisy Links. CoRR abs/2403.18509 (2024) - [i23]Kealan Dunnett, Reza Arablouei, Dimity Miller, Volkan Dedeoglu, Raja Jurdak:
Unlearning Backdoor Attacks through Gradient-Based Model Pruning. CoRR abs/2405.03918 (2024) - 2023
- [j31]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: 107647 (2023) - [j30]Reza Arablouei
, Liang Wang, Lachlan Currie, Jordan Yates, Flavio A. P. Alvarenga, Gregory Bishop-Hurley
:
Animal behavior classification via deep learning on embedded systems. Comput. Electron. Agric. 207: 107707 (2023) - [j29]Timothy Tadj
, Reza Arablouei
, Volkan Dedeoglu:
On Evaluating IoT Data Trust via Machine Learning. Future Internet 15(9): 309 (2023) - [j28]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): 968-982 (2023) - [c40]Ehsan Lari, Vinay Chakravarthi Gogineni
, Reza Arablouei
, Stefan Werner
:
Continual Local Updates for Federated Learning with Enhanced Robustness to Link Noise. APSIPA ASC 2023: 1199-1203 - [c39]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: 1481-1486 - [c38]Ehsan Lari, Vinay Chakravarthi Gogineni
, Reza Arablouei
, Stefan Werner
:
Resource-Efficient Federated Learning Robust to Communication Errors. SSP 2023: 265-269 - [i22]Meisam Mohammady, Reza Arablouei:
Efficient Privacy-Preserved Processing of Multimodal Data for Vehicular Traffic Analysis. CoRR abs/2302.09783 (2023) - [i21]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 abs/2305.16555 (2023) - [i20]Timothy Tadj, Reza Arablouei, Volkan Dedeoglu:
IoT Data Trust Evaluation via Machine Learning. CoRR abs/2308.11638 (2023) - [i19]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 abs/2310.03333 (2023) - 2022
- [j27]Metin Pekgor
, Reza Arablouei
, Mostafa Nikzad, Syed H. Masood
:
Displacement Estimation Using 3D-Printed RFID Arrays for Structural Health Monitoring. Sensors 22(22): 8811 (2022) - [j26]Cristiano Gratton
, Naveen K. D. Venkategowda
, Reza Arablouei
, Stefan Werner
:
Privacy-Preserved Distributed Learning With Zeroth-Order Optimization. IEEE Trans. Inf. Forensics Secur. 17: 265-279 (2022) - [j25]Vikram Kumar
, Reza Arablouei
:
Self-Localization of IoT Devices Using Noisy Anchor Positions and RSSI Measurements. Wirel. Pers. Commun. 124(2): 1623-1644 (2022) - [c37]Tingting Wang
, Shixun Huang
, Zhifeng Bao, J. Shane Culpepper
, Reza Arablouei
:
Representative Routes Discovery from Massive Trajectories. KDD 2022: 4059-4069 - [c36]Ziwei Wang
, Jiajun Liu, Reza Arablouei
, Greg Bishop-Hurley
, Melissa Matthews, Paulo Borges:
Multi-modal sensing for behaviour recognition. MobiCom 2022: 900-902 - [i18]Ayoob Salari, Mahyar Shirvanimoghaddam, Muhammad Basit Shahab, Reza Arablouei, Sarah Johnson:
Clustering-based Joint Channel Estimation and Signal Detection for NOMA. CoRR abs/2201.06245 (2022) - [i17]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 abs/2206.12078 (2022) - [i16]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 abs/2209.04130 (2022) - [i15]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 abs/2210.17009 (2022) - 2021
- [j24]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: 106045 (2021) - [c35]Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
:
Distributed Learning over Networks with Non-Smooth Regularizers and Feature Partitioning. EUSIPCO 2021: 1840-1844 - [i14]Reza Arablouei, Liang Wang, Lachlan Currie, Flavio A. P. Alvarenga, Greg Bishop-Hurley:
Animal Behavior Classification via Deep Learning on Embedded Systems. CoRR abs/2111.12295 (2021) - [i13]Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Greg Bishop-Hurley:
Animal Behavior Classification via Accelerometry Data and Recurrent Neural Networks. CoRR abs/2111.12843 (2021) - 2020
- [j23]Mohammad Javad Ahmadi
, Reza Arablouei
, Reza Abdolee:
Efficient Estimation of Graph Signals With Adaptive Sampling. IEEE Trans. Signal Process. 68: 3808-3823 (2020) - [c34]Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
:
Distributed Learning with Non-Smooth Objective Functions. EUSIPCO 2020: 2180-2184 - [c33]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: 1-6 - [c32]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: 37-48 - [c31]Vikram Kumar, Reza Arablouei
:
Self-localization given single perturbed measurement of anchor positions and RSSI. WPMC 2020: 1-5
2010 – 2019
- 2019
- [j22]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: 46-59 (2019) - [j21]Reza Arablouei
:
Spectral Unmixing With Perturbed Endmembers. IEEE Trans. Geosci. Remote. Sens. 57(1): 194-211 (2019) - [c30]Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner
:
Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite Programming. ICASSP 2019: 5227-5231 - [c29]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: 13-24 - [c28]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: 1-6 - 2018
- [j20]Reza Arablouei
:
Fusing Multiple Multiband Images. J. Imaging 4(10): 118 (2018) - [j19]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): 1753 (2018) - [c27]Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei
, Stefan Werner
:
Distributed Ridge Regression with Feature Partitioning. ACSSC 2018: 1423-1427 - [c26]Reza Arablouei:
Fusion of Multiple Multiband Images with Complementary Spatial and Spectral Resolutions. ICASSP 2018: 6478-6482 - [c25]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: 120-121 - 2017
- [j18]Reza Arablouei
:
Fast reconstruction algorithm for perturbed compressive sensing based on total least-squares and proximal splitting. Signal Process. 130: 57-63 (2017) - [j17]Reza Arablouei
, Kutluyil Dogançay
, Stefan Werner
, Yih-Fang Huang:
On the asymptotic bias of the diffusion-based distributed pareto optimization. Signal Process. 130: 337-342 (2017) - [c24]Md Shahzamal, Raja Jurdak
, Reza Arablouei, Minkyoung Kim
, Kanchana Thilakarathna
, Bernard Mans
:
Airborne Disease Propagation on Large Scale Social Contact Networks. SocialSens@CPSWeek 2017: 35-40 - [c23]Vikram Kumar
, Reza Arablouei, Raja Jurdak
, Branislav Kusy, Neil W. Bergmann:
RSSI-based self-localization with perturbed anchor positions. PIMRC 2017: 1-6 - [c22]Vikram Kumar
, Reza Arablouei
, Raja Jurdak
, Branislav Kusy
, Neil W. Bergmann:
Multi-mode tracking of a group of mobile agents. WPMC 2017: 161-166 - [c21]Kewei Zhang, Reza Arablouei, Raja Jurdak
:
Predicting Prevalence of Influenza-Like Illness From Geo-Tagged Tweets. WWW (Companion Volume) 2017: 1327-1334 - [i12]Vikram Kumar, Reza Arablouei, Brano Kusy, Raja Jurdak, Neil W. Bergmann:
WLS-Based Self-Localization Using Perturbed Anchor Positions and RSSI Measurements. CoRR abs/1706.04347 (2017) - [i11]Vikram Kumar, Reza Arablouei, Raja Jurdak, Branislav Kusy, Neil W. Bergmann:
RSSI-Based Self-Localization with Perturbed Anchor Positions. CoRR abs/1711.01399 (2017) - [i10]Vikram Kumar, Reza Arablouei, Raja Jurdak, Branislav Kusy, Neil W. Bergmann:
Multi-mode Tracking of a Group of Mobile Agents. CoRR abs/1711.02348 (2017) - [i9]Reza Arablouei:
Fusing Multiple Multiband Images. CoRR abs/1712.04575 (2017) - 2016
- [j16]Reza Arablouei
, Frank de Hoog:
Hyperspectral Image Recovery via Hybrid Regularization. IEEE Trans. Image Process. 25(12): 5649-5663 (2016) - [c20]Neelabh Kashyap, Stefan Werner
, Yih-Fang Huang, Reza Arablouei:
Privacy preserving decentralized power system state estimation with phasor measurement units. SAM 2016: 1-5 - [i8]Reza Arablouei:
Fast Reconstruction Algorithm for Perturbed Compressive Sensing Based on Total Least-Squares and Proximal Splitting. CoRR abs/1606.04553 (2016) - [i7]Reza Arablouei, Ethan Goan, Stephen Gensemer, Branislav Kusy:
Fast and robust pushbroom hyperspectral imaging via DMD-based scanning. CoRR abs/1608.00361 (2016) - 2015
- [j15]Reza Arablouei
, Kutluyil Dogançay
, Stefan Werner
:
Adaptive frequency estimation of three-phase power systems. Signal Process. 109: 290-300 (2015) - [j14]Reza Arablouei
, Kutluyil Dogançay
, Stefan Werner
:
On the mean-square performance of the constrained LMS algorithm. Signal Process. 117: 192-197 (2015) - [j13]Reza Arablouei
, Stefan Werner
, Kutluyil Dogançay
, Yih-Fang Huang:
Analysis of a reduced-communication diffusion LMS algorithm. Signal Process. 117: 355-361 (2015) - [j12]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): 1941-1949 (2015) - [j11]Reza Arablouei
, Kutluyil Dogancay
:
Performance Analysis of Linear-Equality-Constrained Least-Squares Estimation. IEEE Trans. Signal Process. 63(14): 3762-3769 (2015) - [c19]Kutluyil Dogancay
, Reza Arablouei
:
Selective angle measurements for a 3D-AOA instrumental variable TMA algorithm. EUSIPCO 2015: 195-199 - [c18]Reza Arablouei
, Kutluyil Dogancay
, Stefan Werner
, Yih-Fang Huang:
Model-distributed solution of regularized least-squares problem over sensor networks. ICASSP 2015: 3821-3825 - [i6]Reza Arablouei, Frank de Hoog:
Hyperspectral Image Recovery from Incomplete and Imperfect Measurements via Hybrid Regularization. CoRR abs/1511.02928 (2015) - [i5]Reza Arablouei, Kutluyil Dogançay, Stefan Werner, Yih-Fang Huang:
On the Asymptotic Bias of the Diffusion-Based Distributed Pareto Optimization. CoRR abs/1511.04428 (2015) - 2014
- [j10]Reza Arablouei
, Stefan Werner
, Yih-Fang Huang, Kutluyil Dogancay
:
Distributed Least Mean-Square Estimation With Partial Diffusion. IEEE Trans. Signal Process. 62(2): 472-484 (2014) - [j9]Reza Arablouei
, Stefan Werner
, Kutluyil Dogancay
:
Analysis of the Gradient-Descent Total Least-Squares Adaptive Filtering Algorithm. IEEE Trans. Signal Process. 62(5): 1256-1264 (2014) - [j8]Reza Arablouei
, Kutluyil Dogancay
, Tülay Adali:
Unbiased Recursive Least-Squares Estimation Utilizing Dichotomous Coordinate-Descent Iterations. IEEE Trans. Signal Process. 62(11): 2973-2983 (2014) - [j7]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): 3510-3522 (2014) - [c17]Reza Arablouei, Kutluyil Dogançay, Tülay Adali:
Unbiased RLS identification of errors-in-variables models in the presence of correlated noise. EUSIPCO 2014: 261-265 - [c16]Reza Arablouei, Kutluyil Dogancay, Stefan Werner:
Recursive total least-squares estimation of frequency in three-phase power systems. EUSIPCO 2014: 2330-2334 - [c15]Ngoc Hung Nguyen
, Reza Arablouei
, Kutluyil Dogançay
:
Adaptive distributed waveform selection for target tracking by a multistatic radar system. SSP 2014: 149-152 - [i4]Reza Arablouei, Yih-Fang Huang, Stefan Werner
, Kutluyil Dogançay:
Reduced-Communication Diffusion LMS Strategy for Adaptive Distributed Estimation. CoRR abs/1408.5845 (2014) - [i3]Reza Arablouei, Kutluyil Dogançay, Stefan Werner:
Recursive Total Least-Squares Algorithm Based on Inverse Power Method and Dichotomous Coordinate-Descent Iterations. CoRR abs/1408.6141 (2014) - [i2]Reza Arablouei, Kutluyil Dogançay:
Performance Analysis of Linear-Equality-Constrained Least-Squares Estimation. CoRR abs/1408.6721 (2014) - [i1]Reza Arablouei, Kutluyil Dogançay:
Mean-Square Performance of the Constrained LMS Algorithm. CoRR abs/1412.2424 (2014) - 2013
- [j6]Reza Arablouei
, Kutluyil Dogançay
:
Steady-state mean squared error and tracking performance analysis of the quasi-OBE algorithm. Signal Process. 93(1): 100-108 (2013) - [j5]Reza Arablouei
, Kutluyil Dogançay
:
Modified quasi-OBE algorithm with improved numerical properties. Signal Process. 93(4): 797-803 (2013) - [c14]Reza Arablouei
, Stefan Werner
, Kutluyil Dogancay
:
Partial-diffusion recursive least-squares estimation over adaptive networks. CAMSAP 2013: 89-92 - [c13]Reza Arablouei
, Stefan Werner
, Kutluyil Dogancay
:
Estimating frequency of three-phase power systems via widely-linear modeling and total least-squares. CAMSAP 2013: 464-467 - [c12]Felix Albu
, Marius Rotaru, Reza Arablouei
, Kutluyil Dogancay
:
Intermittently-updated affine projection algorithm. ICASSP 2013: 585-589 - [c11]Reza Arablouei
, Stefan Werner
, Kutluyil Dogancay
:
Adaptive frequency estimation of three-phase power systems with noisy measurements. ICASSP 2013: 2848-2852 - [c10]Reza Arablouei
, Stefan Werner
, Kutluyil Dogancay
:
Diffusion-based distributed adaptive estimation utilizing gradient-descent total least-squares. ICASSP 2013: 5308-5312 - [c9]Reza Arablouei
, Kutluyil Dogançay
, Stefan Werner
:
Reduced-complexity distributed least-squares estimation over adaptive networks. SPAWC 2013: 150-154 - 2012
- [j4]Reza Arablouei
, Kutluyil Dogançay
:
Low-complexity adaptive decision-feedback equalization of MIMO channels. Signal Process. 92(6): 1515-1524 (2012) - [j3]Reza Arablouei
, Kutluyil Dogançay
:
Affine projection algorithm with selective projections. Signal Process. 92(9): 2253-2263 (2012) - [j2]Reza Arablouei
, Kutluyil Dogancay
:
Linearly-Constrained Recursive Total Least-Squares Algorithm. IEEE Signal Process. Lett. 19(12): 821-824 (2012) - [j1]Reza Arablouei
, Kutluyil Dogancay
:
Reduced-Complexity Constrained Recursive Least-Squares Adaptive Filtering Algorithm. IEEE Trans. Signal Process. 60(12): 6687-6692 (2012) - [c8]Reza Arablouei, Kutluyil Dogancay:
Low-complexity implementation of the constrained recursive least-squares algorithm. APSIPA 2012: 1-4 - [c7]Reza Arablouei, Kutluyil Dogancay:
Tracking performance analysis of the set-membership NLMS Adaptive Filtering Algorithm. APSIPA 2012: 1-6 - [c6]Reza Arablouei
, Kutluyil Dogançay
:
Set-membership recursive least-squares adaptive filtering algorithm. ICASSP 2012: 3765-3768 - [c5]Reza Arablouei
, Kutluyil Dogançay
:
Affine projection algorithm with variable projection order. ICC 2012: 3681-3685 - [c4]Reza Arablouei
, Kutluyil Dogançay
:
Adaptive decision-feedback equalization of MIMO channels using coordinate descent iterations. ICC 2012: 3735-3740 - 2011
- [c3]Reza Arablouei, Kutluyil Dogancay, Sylvie Perreau:
MIMO-DFE coupled with V-BLAST for adaptive equalization of wideband MIMO channels. EUSIPCO 2011: 639-643 - [c2]Reza Arablouei, Kutluyil Dogancay, Sylvie Perreau:
Partial-update adaptive decision-feedback equalization. EUSIPCO 2011: 2205-2209
2000 – 2009
- 2002
- [c1]Reza Arablouei
, Ayaz Ghorbani:
A New Propagation Model for Cellular Mobile Radio Communications in Urban Environments Including Tree Effects. EurAsia-ICT 2002: 580-587
Coauthor Index
aka: Gregory Bishop-Hurley
aka: Kutluyil Dogancay
aka: Brano Kusy
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