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Roberto Togneri

University of Western Australia

31H-index
276Paper Count
4.9KCitation Count
Published Papers 36
Publication Date
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Spatio-Temporal Graph Representation Learning for Fraudster Group Detection
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err1
errOAAI
errShehnepoor, Saeedreza; Togneri, Roberto; Liu, Wei; Bennamoun, Mohammed
errShare
errSave
Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation
errPATTERN RECOGNITION
IF7.6
err2023-10-01
err4
errOAAI
errNadeem, Uzair; Bennamoun, Mohammed; Togneri, Roberto; Sohel, Ferdous; Rekavandi, Aref Miri; Boussaid, Farid
errShare
errSave
HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-08-01
err10
errOAAI
errShehnepoor, Saeedreza; Togneri, Roberto; Liu, Wei; Bennamoun, Mohammed
errShare
errSave
A novel quantum calculus-based complex least mean square algorithm (q-CLMS)
errAPPLIED INTELLIGENCE
IF3.5
err2022-04-28
err3
errOAAI
errSadiq, Alishba; Naseem, Imran; Khan, Shujaat; Moinuddin, Muhammad; Togneri, Roberto; Bennamoun, Mohammed
errShare
errSave
Computationally expedient Photovoltaic power Forecasting: A LSTM ensemble method augmented with adaptive weighting and data segmentation technique
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2022-04-01
err40
PREAI
errAhmed, Razin; Sreeram, Victor; Togneri, Roberto; Datta, Amitava; Arif, Muammer Din
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errSave
ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2022-01-01
err12
PREAI
errShehnepoor, Saeedreza; Togneri, Roberto; Liu, Wei; Bennamoun, Mohammed
errShare
errSave
Novice to Postgraduate Researcher Perceptions of Threshold Concepts and Capabilities in Signal Processing: Understanding Students' and Researchers' Perspectives
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2021-05-01
err1
PREAI
errMale, Sally A.; Togneri, Roberto B.; Jin, Lu C.
errShare
errSave
Innovation Starts With Education
errIEEE SIGNAL PROCESSING MAGAZINE
IF9.6
err2021-05-01
err1
errOAAI
errBugallo, Monica F.; Constantinides, Anthony G.; Mandic, Danilo P.; Oppenheim, Alan V.; Togneri, Roberto B.
errShare
errSave
DFraud3: Multi-Component Fraud Detection Free of Cold-Start
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err10
PREAI
errShehnepoor, Saeedreza; Togneri, Roberto; Liu, Wei; Bennamoun, Mohammed
errShare
errSave
Replay anti -spoofing countermeasure based on data augmentation with post selection
errCOMPUTER SPEECH AND LANGUAGE
IF3.4
err2020-11-01
err6
PREAI
errZhao, Yuanjun; Togneria, Roberto; Sreerama, Victor
errShare
errSave
Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2020-03-01
err15
PREAI
errXia, Xianjun; Togneri, Roberto; Sohel, Ferdous; Zhao, Yuanjun; Huang, Defeng
errShare
errSave
Sound Event Detection Using Multiple Optimized Kernels
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2020-01-01
err4
PREAI
errXia, Xianjun; Tognerie, Roberto; Sohel, Ferdous; Zhaoe, Yuanjun; Huang, Defeng (David)
errShare
errSave
3-D Tomographic Reconstruction of Rain Field Using Microwave Signals From LEO Satellites: Principle and Simulation Results
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2019-08-01
err17
PREAI
errShen, Xi; Huang, Defeng David; Song, Boming; Vincent, Claire; Togneri, Roberto
errShare
errSave
Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2019-06-01
err35
PREAI
errXia, Xianjun; Togneri, Roberto; Sohel, Ferdous; Huang, Defeng
errShare
errSave
Convolutional Neural Network With Second-Order Pooling for Underwater Target Classification
errIEEE SENSORS JOURNAL
IF4.5
err2019-04-15
err55
PREAI
errCao, Xu; Togneri, Roberto; Zhang, Xiaomin; Yu, Yang
errShare
errSave
Applications of Deep Learning to Audio Generation
errIEEE CIRCUITS AND SYSTEMS MAGAZINE
IF3.5
err2019-01-01
err12
PREAI
errZhao, Yuanjun; Xia, Xianjun; Togneri, Roberto
errShare
errSave
A computer-aided detection of the architectural distortion in digital mammograms using the fractal dimension measurements of BEMD
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2018-12-01
err8
errOAAI
errZyout, Imad; Togneri, Roberto
errShare
errSave
Spectrotemporal Analysis Using Local Binary Pattern Variants for Acoustic Scene Classification
errIEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF5.1
err2018-11-01
err27
errOAAI
errAbidin, Shamsiah; Togneri, Roberto; Sohel, Ferdous
errShare
errSave
Random forest classification based acoustic event detection utilizing contextual-information and bottleneck features
errPATTERN RECOGNITION
IF7.6
err2018-09-01
err36
PREAI
errXia, Xianjun; Togneri, Roberto; Sohel, Ferdous; Huang, David
errShare
errSave
A new proof of a contrast function for bounded component analysis and further analysis
errCOMPUTER SPEECH AND LANGUAGE
IF3.4
err2018-09-01
err1
errOAAI
errGao, Wei; Fan, Shen; Togneri, Roberto; Sreeram, Victor
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Li Deng
H-index: 85 · Papers: 492
D
Danilo P. Mandic
H-index: 77 · Papers: 929
M
Mohammed Bennamoun
H-index: 73 · Papers: 799
A
Alan V. Oppenheim
H-index: 54 · Papers: 250
S
Salman Khan
H-index: 52 · Papers: 275
View more