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2020 – today

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2024
[j9]
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Andy Li, Milan Markovic, Peter Edwards, Georgios Leontidis:
Model pruning enables localized and efficient federated learning for yield forecasting and data sharing. Expert Syst. Appl. 242: 122847 (2024)
2023
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Milan Markovic, Daniel Garijo, Stefano Germano, Iman Naja:
TEC: Transparent Emissions Calculation Toolkit. ISWC 2023: 76-93
[i2]
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Andy Li, Milan Markovic, Peter Edwards, Georgios Leontidis:
Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing. CoRR abs/2304.09876 (2023)
2022
[j8]
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Iman Naja, Milan Markovic, Peter Edwards, Wei Pang, Caitlin Doyle Cottrill, Rebecca Williams:
Using Knowledge Graphs to Unlock Practical Collection, Integration, and Audit of AI Accountability Information. IEEE Access 10: 74383-74411 (2022)
[j7]
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Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis:
The role of cross-silo federated learning in facilitating data sharing in the agri-food sector. Comput. Electron. Agric. 193: 106648 (2022)
2021
[c40]
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Iman Naja, Milan Markovic, Peter Edwards, Caitlin Doyle Cottrill:
A Semantic Framework to Support AI System Accountability and Audit. ESWC 2021: 160-176
[c39]
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Chris Norval, Richard Cloete, Milan Markovic, Iman Naja, Kristin B. Cornelius:
Workshop on Reviewable and Auditable Pervasive Systems (WRAPS). UbiComp/ISWC Adjunct 2021: 261-263
[c38]
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Konrad M. Dryja, Milan Markovic, Peter Edwards:
FlyTrap: A Blockchain-based Proxy for Authorisation and Audit of MQTT Connections. IOTSMS 2021: 1-8
[c37]
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Milan Markovic, Iman Naja, Peter Edwards, Wei Pang:
The Accountability Fabric: A Suite of Semantic Tools For Managing AI System Accountability and Audit. ISWC (Posters/Demos/Industry) 2021
[c36]
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Chiu Pang Fung, Wei Pang, Iman Naja, Milan Markovic, Peter Edwards:
Towards Accountability Driven Development for Machine Learning Systems. SICSA XAI 2021: 25-32
[c35]
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Wei Pang, Milan Markovic, Iman Naja, Chiu Pang Fung, Peter Edwards:
On Evidence Capture for Accountable AI Systems. SICSA XAI 2021: 33-39
[i1]
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Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis:
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector. CoRR abs/2104.07468 (2021)

2010 – 2019

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2019
[j6]
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Godwin Yeboah, Caitlin Doyle Cottrill, John D. Nelson, David Corsar, Milan Markovic, Peter Edwards:
Understanding factors influencing public transport passengers' pre-travel information-seeking behaviour. Public Transp. 11(1): 135-158 (2019)
[c34]
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Milan Markovic, Daniel Garijo, Peter Edwards, Wamberto Vasconcelos:
Semantic Modelling of Plans and Execution Traces for Enhancing Transparency of IoT Systems. IoTSMS 2019: 110-115
[c33]
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Milan Markovic, Peter Edwards, Naomi Jacobs:
Recording Provenance of Food Delivery Using IoT, Semantics and Business Blockchain Networks. IoTSMS 2019: 116-118
[c32]
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Akash Aggarwal, Waqar Asif, Habibul Azam, Milan Markovic, Muttukrishnan Rajarajan, Peter Edwards:
User Privacy Risk Analysis For The Internet of Things. IoTSMS 2019: 259-264
[c31]
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Milan Markovic, Daniel Garijo, Peter Edwards:
Linking Abstract Plans of Scientific Experiments to their Corresponding Execution Traces (short paper). SciKnow@K-CAP 2019: 7-10
[c30]
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Milan Markovic, Peter Edwards:
Enhancing Transparency of MQTT Brokers For IoT Applications Through Provenance Streams. M4IoT@Middleware 2019: 17-20
[e1]
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Daniel Garijo, Milan Markovic, Paul Groth, Idafen Santana-Pérez, Khalid Belhajjame:
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. CEUR Workshop Proceedings 2526, CEUR-WS.org 2019 [contents]
2018
[c29]
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David Corsar, Milan Markovic, Peter Edwards:
Capturing the Provenance of Internet of Things Deployments. IPAW 2018: 196-199
[c28]
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Milan Markovic, David Corsar, Waqar Asif, Peter Edwards, Muttukrishnan Rajarajan:
Towards Transparency of IoT Message Brokers. IPAW 2018: 200-203
[c27]
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Milan Markovic, Waqar Asif, David Corsar, Naomi Jacobs, Peter Edwards, Muttukrishnan Rajarajan, Caitlin Doyle Cottrill:
Towards automated privacy risk assessments in IoT systems. M4IoT@Middleware 2018: 15-18
2017
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Milan Markovic, Peter Edwards:
The Challenge of Quality in Social Computation. ACM J. Data Inf. Qual. 8(3-4): 12:1-12:3 (2017)
2016
[b1]
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Milan Markovic:
Utilising provenance to enhance social computation. University of Aberdeen, UK, 2016
[c26]
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Milan Markovic, Peter Edwards:
Semantic Stream Processing for IoT Devices in the Food Safety Domain. SEMANTiCS (Posters, Demos, SuCCESS) 2016
[c25]
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Milan Markovic, Peter Edwards, Martin J. Kollingbaum, Alan Rowe:
Modelling Provenance of Sensor Data for Food Safety Compliance Checking. IPAW 2016: 134-145
[c24]
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David Corsar, Milan Markovic, Peter Edwards:
Social Media Data in Research: Provenance Challenges. IPAW 2016: 195-198
2015
[c23]
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David Corsar, Milan Markovic, Peter Edwards, John D. Nelson:
The Transport Disruption Ontology. ISWC (2) 2015: 329-336
[c22]
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David Corsar, Milan Markovic, Paul Gault, Mujtaba Mehdi, Peter Edwards, John D. Nelson, Caitlin Doyle Cottrill, Somayajulu Sripada:
TravelBot: Journey Disruption Alerts Utilising Social Media and Linked Data. ISWC (Posters & Demos) 2015
2014
[c21]
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Milan Markovic, Peter Edwards, David Corsar:
SC-PROV: A Provenance Vocabulary for Social Computation. IPAW 2014: 285-287
[c20]
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Milan Markovic, Goran Dordevic:
On Cross-Border Mobile Government Systems. ISSE 2014: 199-208
2013
[j4]
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Milan Markovic, Goran Dordevic:
Secure JAVA application in SOA-based cross-border PKI mobile government systems. Log. J. IGPL 21(4): 680-691 (2013)
[j3]
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Sanjin Milinkovic, Milan Markovic, Slavko Veskovic, Milos Ivic, Norbert Pavlovic:
A fuzzy Petri net model to estimate train delays. Simul. Model. Pract. Theory 33: 144-157 (2013)
[c19]
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Milan Markovic, Goran Dordevic:
Secure Mobile Government and Mobile Banking Systems Based on Android Clients. ISSE 2013: 263-273
[c18]
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David Corsar, Peter Edwards, Chris Colin Baillie, Milan Markovic, Konstantinos Papangelis, John D. Nelson:
Short Paper: Citizen Sensing within a Real Time Passenger Information System. SSN@ISWC 2013: 77-82
[c17]
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David Corsar, Peter Edwards, Chris Colin Baillie, Milan Markovic, Konstantinos Papangelis, John D. Nelson:
GetThere: A Rural Passenger Information System Utilising Linked Data & Citizen Sensing. ISWC (Posters & Demos) 2013: 85-88
[c16]
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Milan Markovic, Peter Edwards, David Corsar:
A Role for Provenance in Social Computation. CrowdSem 2013: 93-96
[c15]
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Milan Markovic, Peter Edwards, David Corsar:
Utilising Provenance to Enhance Social Computation. ISWC (2) 2013: 440-447
2012
[c14]
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Milan Markovic, Peter Edwards, David Corsar, Jeff Z. Pan:
The Crowd and the Web of Linked Data: A Provenance Perspective. AAAI Spring Symposium: Wisdom of the Crowd 2012
[c13]
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Milan Markovic, Peter Edwards, David Corsar, Jeff Z. Pan:
DEMO: Managing the Provenance of Crowdsourced Disruption Reports. IPAW 2012: 209-213
2011
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Milan Markovic, Goran Dordevic:
On Secure JAVA Application in SOA-Based PKI Mobile Government Systems. CISIS 2011: 222-229
2010
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Milan Markovic, Goran Dordevic:
One Possible Model of Secure e/m-Government System. Inf. Syst. Manag. 27(4): 320-333 (2010)

2000 – 2009

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2008
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Spyridon Papastergiou, Athanasios Karantjias, Despina Polemi, Milan Markovic:
A Secure Mobile Framework for m-Services. ICIW 2008: 309-313
2006
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Milan Markovic, Milos Kilibarda, Aleksandar Milosevic:
PKi Consolidation Project and Multiapplicative Smart Payment Cards. ISSE 2006: 249-258
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Milan Markovic:
On Secure e-Health Systems. Privacy in Statistical Databases 2006: 360-374
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Milan Markovic, Goran Dordevic:
On Implementation Aspects of Standard Asymmetric and Symmetric Cryptographic Algorithms on TI Signal Processors. SecPerU 2006: 57-62
2004
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Milan Markovic:
Recent PKI Experiences in Serbia. ISSE 2004: 321-332
2002
[c6]
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Milan Markovic, Tomislav Unkasevic, Goran Dordevic:
RSA algorithm optimization on assembler of TI TMS320C54x signal processors. EUSIPCO 2002: 1-4
2001
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Predrag Pejnovic, Milan Markovic, Srdjan Stankovic:
Shape Classification by Moment and Autoregressive Invariants. Int. J. Pattern Recognit. Artif. Intell. 15(2): 311-327 (2001)
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Milan Markovic, Z. Savic, Zeljko Obrenovic, A. Nikolic:
A PC Cryptographic Coprocessor based on TI Signal Processor and Smart Card System. Communications and Multimedia Security 2001
2000
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Milan Markovic:
Robust recursive AR speech analysis based on quadratic classifier with sliding training data set and a heuristic decision threshold. EUSIPCO 2000: 1-4
[c3]
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Predrag Pejnovic, Milan Markovic, Srdjan Stankovic:
Classification of two-dimensional shapes based on moment invariants. EUSIPCO 2000: 1-4

1990 – 1999

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1999
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Milan Markovic:
On determining heuristically decision threshold in robust AR speech model identification procedure based on quadratic classifier. ISSPA 1999: 131-134
1996
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Milan Markovic:
Quadratic classifier with sliding training data set in robust recursive identification of non-stationary AR model of speech. EUSIPCO 1996: 1-4

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