Milan Markovic

60 papers B 1C 2Misc 2Journal 15Unranked 38
YearRankTypeTitle / Venue / Authors
2026 J jnl
HiAP: A Multi-Granular Stochastic Auto-Pruning Framework for Vision Transformers.
CoRR
Andy Li, Aiden Durrant, Milan Markovic, Georgios Leontidis
2025 J jnl
Enhancing Strawberry Yield Forecasting with Backcasted IoT Sensor Data and Machine Learning.
CoRR
Tewodros Alemu Ayall, Andy Li, Matthew Beddows, Milan Markovic, Georgios Leontidis
2025 J jnl
Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning.
Trans. Mach. Learn. Res.
Andy Li, Aiden Durrant, Milan Markovic, Tianjin Huang, Souvik Kundu, Tianlong Chen, Lu Yin, Georgios Leontidis
2024 — conf
Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions.
ISWC (Posters/Demos/Industry)
Milan Markovic, Stefano Germano, Daniel Garijo, Peter Edwards, Andy Li, Tewodros Ayall, Rachael Ramsey, Georgios Leontidis
2024 J jnl
Model pruning enables localized and efficient federated learning for yield forecasting and data sharing.
Expert Syst. Appl.
Andy Li, Milan Markovic, Peter Edwards, Georgios Leontidis
2024 J jnl
Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning.
CoRR
Andy Li, Aiden Durrant, Milan Markovic, Lu Yin, Georgios Leontidis
2024 — conf
Towards LLM-driven Automated Verification of Best Practices in Digital Public Infrastructures.
SICSA REALLM
Milan Markovic, Somayajulu Sripada, Sujit Kumar Chakrabarti, Raghuram Bharadwaj Diddigi
2023 J jnl
Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing.
CoRR
Andy Li, Milan Markovic, Peter Edwards, Georgios Leontidis
2023 Misc conf
TEC: Transparent Emissions Calculation Toolkit.
ISWC
Milan Markovic, Daniel Garijo, Stefano Germano, Iman Naja
2022 J jnl
The role of cross-silo federated learning in facilitating data sharing in the agri-food sector.
Comput. Electron. Agric.
Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis
2022 J jnl
Using Knowledge Graphs to Unlock Practical Collection, Integration, and Audit of AI Accountability Information.
IEEE Access
Iman Naja, Milan Markovic, Peter Edwards, Wei Pang, Caitlin Doyle Cottrill, Rebecca Williams
2021 B conf
A Semantic Framework to Support AI System Accountability and Audit.
ESWC
Iman Naja, Milan Markovic, Peter Edwards, Caitlin Doyle Cottrill
2021 — conf
FlyTrap: A Blockchain-based Proxy for Authorisation and Audit of MQTT Connections.
IOTSMS
Konrad M. Dryja, Milan Markovic, Peter Edwards
2021 — conf
On Evidence Capture for Accountable AI Systems.
SICSA XAI
Wei Pang, Milan Markovic, Iman Naja, Chiu Pang Fung, Peter Edwards
2021 — conf
The Accountability Fabric: A Suite of Semantic Tools For Managing AI System Accountability and Audit.
ISWC (Posters/Demos/Industry)
Milan Markovic, Iman Naja, Peter Edwards, Wei Pang
2021 J jnl
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector.
CoRR
Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis
2021 — conf
Towards Accountability Driven Development for Machine Learning Systems.
SICSA XAI
Chiu Pang Fung, Wei Pang, Iman Naja, Milan Markovic, Peter Edwards
2021 — conf
Workshop on Reviewable and Auditable Pervasive Systems (WRAPS).
UbiComp/ISWC Adjunct
Chris Norval, Richard Cloete, Milan Markovic, Iman Naja, Kristin B. Cornelius
2019 — conf
Enhancing Transparency of MQTT Brokers For IoT Applications Through Provenance Streams.
M4IoT@Middleware
Milan Markovic, Peter Edwards
2019 — conf
Linking Abstract Plans of Scientific Experiments to their Corresponding Execution Traces (short paper).
SciKnow@K-CAP
Milan Markovic, Daniel Garijo, Peter Edwards
2019 — ed.
Proceedings of the Third International Workshop on Capturing Scientific Knowledge co-located with the 10th International Conference on Knowledge Capture (K-CAP 2019), Marina del Rey, California , November 19th, 2019.
SciKnow@K-CAP
Daniel Garijo, Milan Markovic, Paul Groth, Idafen Santana-Pérez, Khalid Belhajjame
2019 — conf
Recording Provenance of Food Delivery Using IoT, Semantics and Business Blockchain Networks.
IoTSMS
Milan Markovic, Peter Edwards, Naomi Jacobs
2019 — conf
Semantic Modelling of Plans and Execution Traces for Enhancing Transparency of IoT Systems.
IoTSMS
Milan Markovic, Daniel Garijo, Peter Edwards, Wamberto Vasconcelos
2019 J jnl
Understanding factors influencing public transport passengers' pre-travel information-seeking behaviour.
Public Transp.
Godwin Yeboah, Caitlin Doyle Cottrill, John D. Nelson, David Corsar, Milan Markovic, Peter Edwards
2019 — conf
User Privacy Risk Analysis For The Internet of Things.
IoTSMS
Akash Aggarwal, Waqar Asif, Habibul Azam, Milan Markovic, Muttukrishnan Rajarajan, Peter Edwards
2018 — conf
Capturing the Provenance of Internet of Things Deployments.
IPAW
David Corsar, Milan Markovic, Peter Edwards
2018 — conf
Towards Transparency of IoT Message Brokers.
IPAW
Milan Markovic, David Corsar, Waqar Asif, Peter Edwards, Muttukrishnan Rajarajan
2018 — conf
Towards automated privacy risk assessments in IoT systems.
M4IoT@Middleware
Milan Markovic, Waqar Asif, David Corsar, Naomi Jacobs, Peter Edwards, Muttukrishnan Rajarajan, Caitlin Doyle Cottrill
2017 J jnl
The Challenge of Quality in Social Computation.
ACM J. Data Inf. Qual.
Milan Markovic, Peter Edwards
2016 — conf
Modelling Provenance of Sensor Data for Food Safety Compliance Checking.
IPAW
Milan Markovic, Peter Edwards, Martin J. Kollingbaum, Alan Rowe
2016 — conf
Semantic Stream Processing for IoT Devices in the Food Safety Domain.
SEMANTiCS (Posters, Demos, SuCCESS)
Milan Markovic, Peter Edwards
2016 — conf
Social Media Data in Research: Provenance Challenges.
IPAW
David Corsar, Milan Markovic, Peter Edwards
2016 — —
Utilising provenance to enhance social computation.
Milan Markovic
2015 — conf
The Transport Disruption Ontology.
ISWC (2)
David Corsar, Milan Markovic, Peter Edwards, John D. Nelson
2015 — conf
TravelBot: Journey Disruption Alerts Utilising Social Media and Linked Data.
ISWC (Posters & Demos)
David Corsar, Milan Markovic, Paul Gault, Mujtaba Mehdi, Peter Edwards, John D. Nelson, Caitlin Doyle Cottrill, Somayajulu Sripada
2014 — conf
On Cross-Border Mobile Government Systems.
ISSE
Milan Markovic, Goran Dordevic
2014 — conf
SC-PROV: A Provenance Vocabulary for Social Computation.
IPAW
Milan Markovic, Peter Edwards, David Corsar
2013 — conf
A Role for Provenance in Social Computation.
CrowdSem
Milan Markovic, Peter Edwards, David Corsar
2013 J jnl
A fuzzy Petri net model to estimate train delays.
Simul. Model. Pract. Theory
Sanjin Milinkovic, Milan Markovic, Slavko Veskovic, Milos Ivic, Norbert Pavlovic
2013 — conf
GetThere: A Rural Passenger Information System Utilising Linked Data & Citizen Sensing.
ISWC (Posters & Demos)
David Corsar, Peter Edwards, Chris Colin Baillie, Milan Markovic, Konstantinos Papangelis, John D. Nelson
2013 J jnl
Secure JAVA application in SOA-based cross-border PKI mobile government systems.
Log. J. IGPL
Milan Markovic, Goran Dordevic
2013 — conf
Secure Mobile Government and Mobile Banking Systems Based on Android Clients.
ISSE
Milan Markovic, Goran Dordevic
2013 — conf
Short Paper: Citizen Sensing within a Real Time Passenger Information System.
SSN@ISWC
David Corsar, Peter Edwards, Chris Colin Baillie, Milan Markovic, Konstantinos Papangelis, John D. Nelson
2013 — conf
Utilising Provenance to Enhance Social Computation.
ISWC (2)
Milan Markovic, Peter Edwards, David Corsar
2012 — conf
DEMO: Managing the Provenance of Crowdsourced Disruption Reports.
IPAW
Milan Markovic, Peter Edwards, David Corsar, Jeff Z. Pan
2012 — conf
The Crowd and the Web of Linked Data: A Provenance Perspective.
AAAI Spring Symposium: Wisdom of the Crowd
Milan Markovic, Peter Edwards, David Corsar, Jeff Z. Pan
2011 Misc conf
On Secure JAVA Application in SOA-Based PKI Mobile Government Systems.
CISIS
Milan Markovic, Goran Dordevic
2010 J jnl
One Possible Model of Secure e/m-Government System.
Inf. Syst. Manag.
Milan Markovic, Goran Dordevic
2008 C conf
A Secure Mobile Framework for m-Services.
ICIW
Spyridon Papastergiou, Athanasios Karantjias, Despina Polemi, Milan Markovic
2006 — conf
On Implementation Aspects of Standard Asymmetric and Symmetric Cryptographic Algorithms on TI Signal Processors.
SecPerU
Milan Markovic, Goran Dordevic
2006 C conf
On Secure e-Health Systems.
Privacy in Statistical Databases
Milan Markovic
2006 — conf
PKi Consolidation Project and Multiapplicative Smart Payment Cards.
ISSE
Milan Markovic, Milos Kilibarda, Aleksandar Milosevic
2004 — conf
Recent PKI Experiences in Serbia.
ISSE
Milan Markovic
2002 — conf
RSA algorithm optimization on assembler of TI TMS320C54x signal processors.
EUSIPCO
Milan Markovic, Tomislav Unkasevic, Goran Dordevic
2001 — conf
A PC Cryptographic Coprocessor based on TI Signal Processor and Smart Card System.
Communications and Multimedia Security
Milan Markovic, Z. Savic, Zeljko Obrenovic, A. Nikolic
2001 J jnl
Shape Classification by Moment and Autoregressive Invariants.
Int. J. Pattern Recognit. Artif. Intell.
Predrag Pejnovic, Milan Markovic, Srdjan Stankovic
2000 — conf
Classification of two-dimensional shapes based on moment invariants.
EUSIPCO
Predrag Pejnovic, Milan Markovic, Srdjan Stankovic
2000 — conf
Robust recursive AR speech analysis based on quadratic classifier with sliding training data set and a heuristic decision threshold.
EUSIPCO
Milan Markovic
1999 — conf
On determining heuristically decision threshold in robust AR speech model identification procedure based on quadratic classifier.
ISSPA
Milan Markovic
1996 — conf
Quadratic classifier with sliding training data set in robust recursive identification of non-stationary AR model of speech.
EUSIPCO
Milan Markovic