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T

Tansu Alpcan

The University of Melbourne

51H-index
372Paper Count
8.9KCitation Count
Published Papers 69
Publication Date
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Adaptive Network Security Policies via Belief Aggregation and Rollout
errIEEE Transactions on Information Forensics and Security
IF8
err2026-07-01
err0
errOAAI
errKim Hammar; Yuchao Li; Tansu Alpcan; Emil C. Lupu; Dimitri P. Bertsekas
errShare
errSave
Characterising Fault Detectability In The Smart Power Metering Signals of Automated Manufacturing Assets
errResults in Engineering
IF7.9
err2026-06-04
err0
errOAAI
errCorentin Ferreira; Wen Li; Boris Eisenbart; Tansu Alpcan; Racim Radjef; Kevin Otto
errShare
errSave
Robust energy centric machine learning assisted fault detection & diagnosis: an extrusion case
errJournal of Intelligent Manufacturing
IF7.4
err2026-02-15
err0
errOAAI
errCorentin Ferreira; Kevin N. Otto; Wen Li; Tansu Alpcan; Boris Eisenbart
errShare
errSave
A data screening framework before engaging machine learning in manufacturing
errJournal of Intelligent Manufacturing
IF7.4
err2025-10-31
err0
PREAI
errTiancheng Jiang; Tansu Alpcan; Kevin Otto
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errSave
Algorithmically-designed reward shaping for multiagent reinforcement learning in navigation
errNeurocomputing
IF6.5
err2025-09-26
err0
PREAI
errIfrah Saeed; Andrew C. Cullen; Zainab Zaidi; Sarah Erfani; Tansu Alpcan
errShare
errSave
Application-Aware Real-Time Network Resource Allocation for Industry 5.0
errIEEE Transactions on Cognitive Communications and Networking
IF7
err2025-08-01
err0
PREAI
errAsif Ahmed Sardar; Aravinda S. Rao; Tansu Alpcan; Goutam Das; Prasanna K. Routray; Muniyandi Manivannan; Marimuthu Palaniswami
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errSave
A hybrid quantum neural network for split learning
errQuantum Machine Intelligence
IF4.4
err2025-08-01
err0
errOAAI
errHevish Cowlessur; Chandra Thapa; Tansu Alpcan; Seyit Camtepe
errShare
errSave
Assessing the robustness of machine learning-based voltage calculations for LV networks
errSUSTAINABLE ENERGY GRIDS & NETWORKS
IF5.6
err2025-06-01
err0
PREAI
errOrlando Pereira; Vincenzo Bassi; Tansu Alpcan; Luis F. Ochoa
errShare
errSave
OIL-AD: An anomaly detection framework for decision-making sequences
errPATTERN RECOGNITION
IF7.6
err2025-05-07
err0
PREAI
errWang, Chen; Erfani, Sarah; Alpcan, Tansu; Leckie, Christopher
errShare
errSave
An electrical model-free three-phase OPF for PV-rich LV networks using smart meter and transformer data
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2025-03-01
err0
errOAAI
errSimonovska, Angela; Bassi, Vincenzo; Givisiez, Arthur Gonsalves; Ochoa, Luis F.; Alpcan, Tansu
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errSave
Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
errOAAI
errWan, Li; Alpcan, Tansu; Kuijper, Margreta; Viterbo, Emanuele
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errSave
Hybrid noncooperative game model for wireless communications
errADVANCES IN DYNAMIC GAME THEORY: NUMERICAL METHODS, ALGORITHMS, AND APPLICATIONS TO ECOLOGY AND ECONOMICS
IF0
err2024-09-05
err5
PREAI
errAlpcan, Tansu; Basar, Tamer
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errSave
Artificial Intelligence Techniques for Next-Generation Massive Satellite Networks
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2024-04-01
err8
errOAAI
errAl Homssi, Bassel; Dakic, Kosta; Wang, Ke; Alpcan, Tansu; Allen, Ben; Boyce, Russell; Kandeepan, Sithamparanathan; Al-Hourani, Akram; Saad, Walid
errShare
errSave
Network Resource Allocation for Industry 4.0 With Delay and Safety Constraints
errIEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
IF7
err2024-02-01
err0
PREAI
errSardar, Asif Ahmed; Rao, Aravinda S.; Alpcan, Tansu; Das, Goutam; Palaniswami, Marimuthu
errShare
errSave
To Act or Not to Act: An Adversarial Game for Securing Vehicle Platoons
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err2
PREAI
errSun, Guoxin; Alpcan, Tansu; Rubinstein, Benjamin I. P.; Camtepe, Seyit
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errSave
Electrical Model-Free Voltage Calculations Using Neural Networks and Smart Meter Data
errIEEE TRANSACTIONS ON SMART GRID
IF9.8
err2023-07-01
err16
PREAI
errBassi, Vincenzo; Ochoa, Luis F.; Alpcan, Tansu; Leckie, Christopher
errShare
errSave
Achieving AI-Enabled Robust End-to-End Quality of Experience Over Backhaul Radio Access Networks
errIEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
IF7
err2022-09-01
err1
PREAI
errRoy, Dibbendu; Rao, Aravinda S.; Alpcan, Tansu; Das, Goutam; Palaniswami, Marimuthu
errShare
errSave
Achieving QoS for bursty uRLLC applications over passive optical networks
errJOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING
IF4.3
err2022-04-29
err2
PREAI
errRoy, Dibbendu; Rao, Aravinda S.; Alpcan, Tansu; Das, Goutam; Palaniswami, Marimuthu
errShare
errSave
Generative Adversarial Networks for anomaly detection on decentralised data
errANNUAL REVIEWS IN CONTROL
IF10.7
err2022-01-01
err6
PREAI
errKatzefa, Marc; Cullen, Andrew C.; Alpcan, Tansu; Leckie, Christopher
errShare
errSave
Defending Support Vector Machines Against Data Poisoning Attacks
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2021-01-01
err26
PREAI
errWeerasinghe, Sandamal; Alpcan, Tansu; Erfani, Sarah M.; Leckie, Christopher
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Dimitri P. Bertsekas
H-index: 92 · Papers: 413
T
Tamer Başar
H-index: 91 · Papers: 1.4K
J
Jean‐Pierre Hubaux
H-index: 86 · Papers: 470
M
Mehdi Bennis
H-index: 85 · Papers: 946
M
Marimuthu Palaniswami
H-index: 69 · Papers: 740
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