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Dr. Polychronis Koutsakis
PhD, Electrical and Computer Engineering
Associate Professor Information Technology
About me
I am actively looking for strong PhD students to supervise. Please check my research areas and publications and if you are interested to collaborate with me, contact me at p.koutsakis@murdoch.edu.au
A few words about me:
I am an Associate Professor of Information Technology at Murdoch University.
I received my 5-year Diploma in Electrical Engineering in 1997 from the University of Patras, Greece and my Ph.D. degree in Electronic and Computer Engineering in 2002 from the Technical University of Crete, Greece. I was a Visiting Lecturer at the Electronic and Computer Engineering Department of the same University for three years (2003-2006).
From July 2006 till December 2008 I was an Assistant Professor (tenure-track) at the Electrical and Computer Engineering Department of McMaster University, Canada. In January 2009 I joined the School of Electronic and Computer Engineering of the Technical University of Crete, as an Assistant Professor, and in April 2014 I received tenure as an Associate Professor in the School. I joined Murdoch in January 2016.
I am a Senior Member of the IEEE. I have been honoured three times (2012, 2013, 2015) as Exemplary Editor of the IEEE Communications Society, for my work as an Editor of the IEEE Communication Surveys and Tutorials Journal.
I have served as Primary Investigator and as Deputy Coordinator for a number of Canadian, European Greek and Australian research projects.
I co-hold a US patent which was acquired by Blackberry Ltd.
Teaching area
At Murdoch, I have coordinated and taught the following units:
BSC203, ICT380, ICT515, ICT521, ICT616, ICT622
Research areas
Computer Networks; eHealth; Data Science; Computational Linguistics; Bibliometrics.
Awards and grants
Awards/Distinctions
2021, Pro Vice Chancellor Education Citation for Excellence in Enhancing Student Learning, Murdoch University – “For novel and effective approaches to engaging and inspiring postgraduate, undergraduate and HDR Information Technology students through collaborative learning, research and peer review”.
2018, ASPIRE Professional Development Award by the Perth Convention Bureau.
2012, 2013, 2015: Exemplary Editor of the IEEE Communications Society, for his editorial work in the IEEE Communications Surveys & Tutorials journal.
Senior Member of the IEEE (July 2013).
September 1999: Fellowship granted by the Greek National Fellowship Foundation to the best M.Sc. student of the Department of Electronic and Computer Engineering of the Technical University of Crete.
Students’ Awards
May 2018: yStop company Scholarship for PhD student Mohamed Ali (Murdoch University Strategic Partnership Scholarship program). Budget: AUD $40023.
April 2013: The final year undergraduate thesis of student Thomas Hall was one of the five finalists of the competition for the best final year thesis in Greece in advanced wireless communication systems, organized by the joint IEEE Greece Chapter of the Vehicular Technology Society and the Aerospace and Electronic Systems Society.
September 2006: The final year undergraduate thesis of student Aggelos Lazaris received the Ericsson Award of Excellence in Telecommunications as the best final-year thesis at the Technical University of Crete for the academic year 2005-2006.
Grants
September 2018-August 2021, Science-Industry PhD Fellowship by the Department of Jobs, Tourism, Science and Innovation of the Government of Western Australia, supporting the PhD project: “A novel real-time dynamic crowd measurement system based on smart street furniture”. Budget: AUD $30000.
December 2013-November 2015, Deputy Co-οrdinator of the FP7 (7th Framework Programme for Research and Technological Development) European Commission Project “SpeDial: Spoken Dialogue Analytics” and Technical Leader of the Technical University of Crete group. Project funded under the ICT-SME-DCA STREP Call 2013, 110000 € funding for the TUC research group, 1.5 million € total funding.
August-September 2013, Consulting for the Research Promotion Foundation of Cyprus, External Evaluator for completed EE/Cyprus funded research projects.
January 2012-December 2013, Principal Investigator, Research grant from the Technical University of Crete: “Traffic Policing-Based Scheduling for Multimedia Transmission over Wireless Networks”, 15000 € total funding.
January 2010 – December 2010: Principal Investigator, Research grant from the Technical University of Crete: “Traffic control and resource allocation for wireless cellular networks”, 5000 € total funding.
February 2008: Member of the Research Group of 15 university professors from 4 Canadian universities (University of Ottawa, University of Waterloo, McMaster University, Queen’s University) who wrote the research proposal titled: “WiSense: Wireless Heterogeneous Sensor Networks in the e-Society”. This research was funded by the Ontario Research Fund Research Excellence (ORF-RE) and by the industry. Total budget: $9223800, ORF funding: $3074600. Industrial partners: Bell Canada, Alcatel-Lucent, IBM, RIM (Research in Motion), Freescale Semiconductors, PacketDNA, Wireless Network Design & EMC Services.
April 2007-March 2012: Principal Investigator, Federal government research grant (DISCOVERY Grant): “Traffic control and resource allocation for wireless cellular networks”, National Science and Engineering Research Council (NSERC), $95000 total funding.
March 2004-August 2006: Principal Investigator for the program “Design and Implementation of Multiple Access Protocols for Broadband Mobile Satellite Networks and Wireless Sensor Networks”, funded by Operational Program for Education and Initial Vocational Training (EPEAEK), coordinated by the Greek Ministry of National Education, 50000 € total funding.
Professional and community service
Editor for
the IEEE Communication Surveys and Tutorials Journal
the Computer Communications Journal (Elsevier Publ.)
Guest Editor for
- the Special Issue on “Mobile Video in the 5G/IoT Era”, Computer Communications, January 2018: https://www.sciencedirect.com/journal/computer-communications/special-issue/10S2MKSSF7C
- the Special Issue on “Body Sensor Networks”, IET Wireless Sensor Systems, Volume 8 (1), 2018: http://digital-library.theiet.org/content/journals/iet-wss/8/1
- the Special Issue on “Extended versions of best papers from IEEE WoWMoM 2017”, Pervasive and Mobile Computing Journal (Elsevier), scheduled for publication in late 2018.
- the Special Issue on “Medium Access and Call Admission Control Algorithms for Next Generation Wireless Networks”, ACM Mobile Computing and Communications Review (MC2R), Vol. 9, No. 4, 2005.
General Chair for the 19th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), June 2018, Chania, Greece
Technical Program Chair for the 18th IEEE WoWMoM, June 2017, Macao, China
Workshops’ Co-Chair for the 14th IEEE WoWMoM, June 2013, Madrid, Spain
Founder and General Co-Chair for the 1st IEEE International Workshop on Video Everywhere (VidEv 2012), June 2012, San Francisco, USA.
General Co-Chair for the 3rd and 4th IEEE VideV (2014 – Sydney, Australia, 2015 – Boston, USA)
Technical Program Co-Chair for the 4th ACM Workshop on Wireless Multimedia Networking and Performance Modeling (WMuNep, in conjunction with the ACM MSWiM), October 2008, Vancouver, Canada.
- Technical Program Committee Member for the:
IEEE LCN 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013
IEEE GLOBECOM 2006 Symposium on Satellite and Space Communications
IEEE GLOBECOM 2007, 2008, 2013, 2014, 2015 – Symposium on Wireless Networks
IEEE GLOBECOM 2009 Symposium on Wireless Communications
IEEE GLOBECOM 2010, 2011, 2012, 2013 – Ad-Hoc and Sensor Networking Symposium
IEEE GLOBECOM 2010, 2011, 2013, 2014 – Selected Areas in Communications Symposium, Satellite and Space Communications Track
IEEE GLOBECOM 2013 – Cognitive Radio and Networks Symposium
IEEE ICC 2008, 2009, 2010, 2011, 2012, 2013, 2016 – Mobile and Wireless Networking Symposium
IEEE ICC 2009 – Wireless Communications Symposium
IEEE ICC 2011 – Communications Software, Services and Multimedia Applications Symposium
IEEE ICC 2011, 2012, 2013, 2014 – Symposium on Selected Areas in Communications (SAC)
IEEE ICC 2012, 2013, 2014, 2015, 2016 – Ad-Hoc and Sensor Networking Symposium
IEEE INFOCOM Workshop on Mobile Cloud Computing 2014, 2015
IEEE INFOCOM Workshop on Communication and Networking Techniques for Mobile Video
IEEE International Symposium on a World of Wireless Mobile and Multimedia Networks (WoWMoM) 2011, 2012, 2013, 2014, 2015, 2016
IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) 2011, 2012, 2013, 2014, 2015
IEEE WCNC 2012, 2015 – Mobile and Wireless Networks Track
IEEE WCNC 2013, 2014 – Network Track
IEEE Vehicular Technology Conference (VTC) – fall 2014, 2015
IEEE PIMRC 2012 – Mobile and Wireless Networks Track
IEEE International Conference on Multimedia and Expo (ICME) 2012, 2013
IEEE International Conference on Wireless Communications and Mobile Computing (IWCMC) 2007, 2008, 2009, 2010, 2015
IEEE ICCCN 2008, 2009, 2011 – Network Algorithms and Performance Evaluation Track, Multimedia, QoS and Traffic Modeling Track
IEEE PERCOM 2006, 2009, 2010
1st International Symposium on Pervasive Computing and Applications (SPCA 06)
Communications and Networking Simulation Symposium (CNS) 2007, 2008, 2009, 2010, 2011
International Conference on Pervasive Computing and Applications (ICPCA) 2007, 2008, 2009
ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) 2007, 2009
ACS/IEEE Workshop on Radio Resource Management in Wireless Mesh Networks 2008 (RRMinMesh’08)
ACM International Workshop on Performance and Analysis of Mobile and Wireless Networks 2008 (PAMWN 2008)
IEEE/ACIS International Conference on Computer and Information Science (ICIS) 2008, 2009, 2010, 2011
IFIP International Conference on Embedded and Ubiquitous Computing (EUC) 2008 – Network Protocol Track
International Conference on Access Networks (AccessNets) 2008, 2009, 2010
IEEE CCNC 2009, 2010, 2011, 2012 – Short Papers Session & Work in Progress Track
International Conference on Networks (ICN) 2009, 2010, 2011, 2012
IEEE Canadian Conference on Electrical and Computer Engineering (CCECE) 2009, 2014
International Computer Science and Technology Conference (ICSTC) 2009
IEEE Workshop on Mobility and its Applications 2009 (in conjunction with the 5th IEEE International Conference on Wireless Communications and Mobile Computing (IWCMC) 2009)
2nd IEEE Workshop on Mobile Video Delivery (MoViD 2009, in conjunction with IEEE Infocom 2009)
Workshop on Advanced Wireless Broadband Networks (AWBN) 2009 (in conjunction with MobiQuitous’09)
2nd International Conference on Computer Science and its Applications (CSA 2009)
ACIS International Conference on Software Engineering Research, Management and Applications (SERA) 2009, 2010
1st International Conference on Creative Content Technologies (CONTENT 2009)
25th Queen’s Biennial Symposium on Communications (QBSC 2010)
5th Annual International Wireless Internet Conference (WICON 2010)
2nd International ICST Conference on Mobile Networks and Management (MONAMI 2010)
IEEE International Workshop Towards Smart Communications and Network technologies applied on Autonomous Systems (SaCoNAS, in conjunction with GLOBECOM) 2010, 2011
1st International Conference on Pervasive and Embedded Computing and Communication Systems (PECCS 2011)
10th International Symposium on Programming and Systems (ISPS 2011)
International Conference on Selected Topics in Mobile & Wireless Networking (iCOST 2011), co-located with WiMob 2011
ΙΕΕΕ/ACM International Conference on Internet of Things (IOT) 2011
International Conference on Computing, Networking and Communications (ICNC) 2012, 2013 – Green Computing, Networking and Communications Symposium
International Conference on Computing, Networking and Communications (ICNC) 2012, 2013 – Internet Services and Applications Symposium
ACM/IEEE International Conference on Connected Vehicles and Expo (ICCVE 2012)
4th International Conference on Ambient Systems, Networks and Technologies (ANT 2013)
2014 International Symposium on Performance Evaluation of Computer and Telecommunication Systems (SPECTS 2014)
International Conference on Computer, Information and Telecommunication Systems (CITS) 2014
International Conference on Wireless Information Networks and Systems (WINSYS) 2014, 2016
International Conference on Wireless Communications and Mobile Computing (IWCMC) – Wireless Networks Symposium 2014
ACM VideoNext Workshop 2014
18th IEEE Mediterranean Electrotechnical Conference (MELECON 2016)
Reviewer for the National Science and Engineering Research Council of Canada (NSERC) Discovery Grant Applications
Research Project Proposal Reviewer for the Dutch Technology Foundation (STW)
Reviewer for the international technical journals:
IEEE/ACM Transactions on Networking
IEEE Journal on Selected Areas in Communications
IEEE Transactions on Wireless Communications
IEEE Transactions on Mobile Computing
IEEE Transactions on Vehicular Technology
IEEE Transactions on Multimedia
IEEE Transactions on Broadcasting
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Network
IEEE Communications Magazine
IEEE Communications Letters
ACM Wireless Networks Journal
ACM Mobile Networks and Applications Journal
IET Signal Processing
Wireless Personal Communications Journal (Springer Publ.).
Telecommunications Systems Journal (Springer Publ.)
Cognitive Computation (Springer Publ.)
Computer Networks Journal (Elsevier Publ.)
Performance Evaluation Journal (Elsevier Publ.)
Computer Communications Journal (Elsevier Publ.)
Pervasive and Mobile Computing Journal (Elsevier Publ.)
Journal of Network and Computer Applications (Elsevier Publ.)
Journal of Parallel and Distributed Computing (Elsevier Publ.)
International Journal on Computers and Electrical Engineering (Elsevier Publ.)
Journal of the Franklin Institute (Elsevier Publ.)
Simulation Modelling Practice and Theory (Elsevier Publ.)
Journal of Systems and Software (Elsevier Publ.)
EURASIP Journal on Wireless Communications and Networking (Hindawi Publ.)
International Journal of Communication Systems (Wiley Publ.)
IETE Technical Review
International Journal of Computers and Applications (ACTA Press Publ.)
Journal of Virtual Reality and Broadcasting (Duesseldorf University of Applied Sciences)
Reviewer for the book
“Unique Radio Innovation for the 21st Century: Building Scalable and Global RFID Networks”, Ranasinghe, Damith C.; Sheng, Quan Z.; Zeadally, Sherali (Eds.) (Springer, 2011)
Doctoral and masters supervisions
Current Students
- Khandu Om (PhD, primary supervisor)
- Alladean Chidukwani (PhD, primary supervisor)
Publications
Patents
A. M. Kholaif, M. N. Smadi, P. Koutsakis and T. D. Todd, “Wireless Access Point Methods And Apparatus Using Dynamically-Activated Service Intervals”, U.S patent No: 8,194,576, published June 05, 2012, assigned to Blackberry Ltd (formerly Research in Motion).
Refereed Journal Papers
- P. Koutsakis and M. Paterakis, “On Multiple Traffic Type Integration over Wireless TDMA Channels with Adjustable Request Bandwidth”, International Journal of Wireless Information Networks, Vol. 7, No.2, pp.55-68, 2000.
- P. Koutsakis and M. Paterakis, “Highly Efficient Voice-Data Integration over Medium and High Capacity Wireless TDMA Channels”, Wireless Networks, Vol. 7, No.1, pp. 43-54, 2001.
- P. Koutsakis and M. Paterakis, “Integrating Voice, Video and E-mail Data Packet Traffic over Wireless TDMA Channels with Errors”, International Journal of Wireless Information Networks, Vol. 8, No.4, pp.217-227, 2001.
- P. Koutsakis and M. Paterakis, “Call Admission Control and Traffic Policing Mechanisms for the Transmission of Videoconference Traffic from MPEG-4 and H.263 Video Coders in Wireless ATM Networks”, IEEE Transactions on Vehicular Technology, Vol. 53, No. 5, pp. 1525-1530, 2004.
- P. Koutsakis, “A Unified Mechanism for Multimedia Downlink Scheduling and Call Admission Control for Future Error-Prone Wireless Networks”, Wireless Personal Communications, Vol. 34, No. 4, 2005, pp. 395-409.
- P. Koutsakis, S. Psychis and M. Paterakis, “Integrated Wireless Access for Videoconference from MPEG-4 and H.263 Video Coders with Voice, E-mail and Web Traffic over Wireless Networks”, IEEE Transactions on Vehicular Technology, Vol. 54, No. 5, 2005, pp. 1863-1874.
- P. Koutsakis and M. Paterakis, “A Bandwidth Reservation Mechanism for Prioritized Multimedia Integrated Access with Very High Channel Throughput in Beyond 3G TDMA-based Wireless Networks”, Performance Evaluation, Vol. 63, No. 2, 2006, pp. 61-78.
- P. Koutsakis, “Scheduling and Traffic Policing for Variably Demanding Video Traffic Integrated with Voice and Data Traffic in 4th Generation Wireless Networks”, Wireless Personal Communications, Vol. 36, No. 1, 2006, pp. 69-77.
- S. Psychis, P. Koutsakis and M. Paterakis, “A Flexible MAC Protocol for the Integration of High and Low Quality Video Streams, Voice and Data Traffic over High Speed Packet Switched Wireless Networks”, International Journal of Electronics and Communications, Vol. 60, No. 4, 2006, pp. 306-315.
- P. Koutsakis and M. Vafiadis, “A Fully Dynamic Scheduling Mechanism for Multimedia Integration in Next Generation Wireless Networks”, Computer Communications, Vol. 29, No. 10, 2006, pp. 1823-1832.
- P. Koutsakis, M. Vafiadis and H. Papadakis, “Prediction-Based Resource Allocation for Multimedia Traffic over High-Speed Wireless Networks”, International Journal of Electronics and Communications, Vol. 60, No. 10, 2006, pp. 681-689.
- P. Koutsakis and M. Vafiadis, “Medium Access Control for Integrated Multimedia Wireless Access with the use of a Video Packet Discard Scheme”, Wireless Personal Communications, Vol. 39, No. 3, 2006, pp. 343-359.
- P. Koutsakis, “On Providing Dynamic Resource Allocation Based on Multimedia Traffic Prediction in Satellite Systems”, Computer Communications, Vol. 30, No. 2, 2007, pp. 404-415.
- T. Chiras, P. Koutsakis and M. Paterakis, “Efficient Scheduling for PLC Networks”, IEE Electronics Letters, Vol. 43, No. 3, 2007, pp. 193-194.
- P. Koutsakis, “Satellite Bandwidth Allocation Based on MPEG-4 Videoconference Traffic Prediction”, Wireless Personal Communications, Vol. 43, No. 4, 2007, pp. 1195-1200.
- P. Koutsakis, “Integrating High Quality Video Streams with FTP Traffic over a Noisy High Capacity Wireless Cellular Channel”, Wireless Personal Communications, Vol. 43, No. 4, 2007, pp. 1409-1417.
- A. Lazaris, P. Koutsakis and M. Paterakis, “A New Model for Video Traffic Originating from Multiplexed MPEG-4 Videoconference Streams”, Performance Evaluation, Vol. 65, No. 1, 2008, pp. 51-70.
- P. Koutsakis, “On Improving Channel Throughput by Restricting Data Traffic Access in Multimedia Integration over Wireless Channels”, International Journal of Electronics and Communications, Vol. 62, No. 1, 2008, pp. 1-10.
- S. Chatziperis, P. Koutsakis and M. Paterakis, “A New Call Admission Control Mechanism for Multimedia Traffic over Next Generation Wireless Cellular Networks”, ΙΕΕΕ Transactions on Mobile Computing, Vol. 7, No. 1, 2008, pp. 95-112.
- P. Koutsakis, “On Modeling VBR Videoconferencing Traffic from H.263 Video Coders”, Computer Communications, Vol. 31, No. 1, 2008, pp. 1-4.
- P. Koutsakis, “A New Framework for Multiple Access and Call Admission Control in Wireless Cellular Networks”, Computer Communications, Vol. 31, No. 17, 2008, pp. 3978-3983.
- T. Drivas, P. Koutsakis and M. Paterakis, “Performance Evaluation of the Enhanced MI-MAC Protocol for Multimedia Integration over Wireless Cellular Networks”, Wireless Personal Communications, Vol. 50, No. 3, 2009, pp. 291-303.
- P. Koutsakis, “Dynamic vs. Static Traffic Policing: A New Approach for Videoconference Traffic over Wireless Cellular Networks”, ΙΕΕΕ Transactions on Mobile Computing, Vol. 8, No. 9, 2009, pp. 1153-1166.
- A. Lazaris and P. Koutsakis, “Pricing-Based Call Admission Control for Wireless MPEG-4 Traffic”, Computer Communications, Vol. 32, No. 17, 2009, pp. 1781-1789.
- P. Koutsakis, M. Vafiadis and A. Lazaris, “A New Bandwidth Allocation Mechanism for Next Generation Wireless Cellular Networks”, Wireless Networks, Vol. 16, No. 2, 2010, pp. 331-353.
- A. M. Kholaif, T. D. Todd, P. Koutsakis and A. Lazaris, “Energy Efficient H.263 Video Transmission in Power Saving Wireless LAN Infrastructure”, IEEE Transactions on Multimedia, Vol. 12, No. 2, 2010, pp. 142-153.
- A. Lazaris and P. Koutsakis, “Modeling Multiplexed Traffic from H.264/AVC Videoconference Streams”, Computer Communications,Vol. 33, No. 10, 2010, pp. 1235-1242.
- L. Qiao and P. Koutsakis, “Adaptive Bandwidth Reservation and Scheduling for Efficient Wireless Telemedicine Traffic Transmission”, IEEE Transactions on Vehicular Technology, Vol. 60, No. 2, 2011, pp. 632-643.
- P. Koutsakis, “Using Traffic Prediction and Estimation of Provider Revenue for a Joint GEO Satellite MAC/CAC Scheme”, Wireless Networks, Vol. 17, No. 3, 2011, pp. 797-815.
- P. Koutsakis, D. Vasileiadou and C. Stamos, “Performance Evaluation of the FPRRA Framework for GEO Satellites in the Absence of Accurate Multimedia Traffic Prediction”, invited paper to the inaugural issue of the International Journal on Communications, Antenna and Propagation, February 2011.
- P. Koutsakis, “Token and Self Policing-Based Scheduling for Multimedia Traffic Transmission over WLANs”, IEEE Transactions on Vehicular Technology, Vol. 60, No. 9, 2011, pp. 4520-4527.
- O.-S. Loizides and P. Koutsakis, “Not So Snap a Judgement: Discussing the PR metric”, ACM SIGMOBILE Mobile Computing and Communications Review, Vol. 17, No. 2, 2013, pp. 19-26.
- G.-A. Liagouras, A. A. Sayegh and P. Koutsakis, “A New Location-Aware Calendar-Based Application for Dynamic Minimum Path Trip Planning”, Wireless Personal Communications, Vol. 78, No. 1, 2014, pp. 29-44.
- E. Maratsolas, P. Koutsakis and A. Lazaris, “Activity-Based Video Traffic Policing: A New Paradigm”, IEEE Transactions on Multimedia, Vol. 16, No. 5, 2014, pp. 1446-1459.
- G. Athanasopoulou and P. Koutsakis, “eMatch: An Android Application for Finding Friends in your Location”, Mobile Information Systems Journal, Vol. 2015, Article ID 463791.
- G. Koutsandria, M. Skevakis, A. A. Sayegh and P. Koutsakis, “Can Everybody be Happy in the Cloud? Delay, Profit and Energy-Efficient Scheduling for Cloud Services”, Journal of Parallel and Distributed Computing, Vol. 96, 2016, pp. 202-217.
- O.-S. Loizides and P. Koutsakis, “On Evaluating the Quality of a Computer Science/Computer Engineering Conference”,Journal of Informetrics, Vol. 11, No. 2, 2017, pp. 541-552.
- P. Koutsakis, I. Spanou and A. Lazaris, “Video Scene Identification and Classification for Improved User QoE in GEO Satellites”, Human-centric Computing and Information Sciences Journal, Vol. 7:15, 2017.
- P. Koutsakis,“Scheduling for Telemedicine Traffic Transmission over WLANs”, Computer Communications, Vol. 108, 2017, pp. 17-26.
- M. Kastrinakis, G. Badawy, M. N. Smadi and P. Koutsakis, “Video Frame Size Modeling for User-Generated Traffic in an Enterprise-Like Environment”, Computer Communications, Vol. 109, 2017, pp. 24-37.
- A. Craig, B. Nandy, I. Lambadaris and P. Koutsakis, “BloomFlow: OpenFlow Extensions for Memory Efficient, Scalable Multicast with Multi-Stage Bloom Filters”, Computer Communications, Vol. 110, 2017, pp. 83-102.
- A. Kalampogia and P. Koutsakis, “H.264 and H.265 Video Bandwidth Prediction for Efficient Network Traffic Control”, IEEE Transactions on Multimedia, Volume 20, No. 1, 2018, pp. 171-182.
- O.-S. Loizides, M. Kastrinakis, G. Badawy, M. N. Smadi, D. Murray and P. Koutsakis, “Efficient Policing for Screen Mirroring Traffic”, Human-centric Computing and Information Sciences Journal (Springer), Vol. 8:4, 2018.
- G. Tsakalakis and P. Koutsakis, “Improved User Similarity Computation for Finding Friends in your Location”, Human-centric Computing and Information Sciences Journal (Springer), Vol. 8:36, 2018.
- Μ. Α. Nassar, L. Luxford, P. Cole, G. Oatley and P. Koutsakis, “The Current and Future Role of Smart Street Furniture in Smart Cities”, IEEE Communications Magazine, Vol. 57, No. 6, 2019, pp. 68-73.
- Μ. Α. Nassar, M. Hasan, Md. Khan, M. Sultana, Md. Hasan, L. Luxford, P. Cole, G. Oatley and P. Koutsakis, “Wifi-Based Localisation Datasets for No-GPS Open Areas Using Smart Bins”, Computer Networks, Vol. 180, 2020
- K. Om, S. Boukoros, A. Nugaliyadde, T. McGill, M. Dixon, P. Koutsakis and K. W. Wong, “Modelling Email Traffic Workloads with RNN and LSTM models”, Human-centric Computing and Information Sciences Journal, Vol. 10:39, 2020.
- Μ. Α. Nassar, L. Luxford, P. Cole, G. Oatley and P. Koutsakis, “Real-time Localisation System for GPS-Denied Open Areas using Smart Street Furniture”, Simulation Modelling Practice and Theory, Vol 112, November 2021.
- D. Papamichou, D. Panagiotakos, E. Holmes, P. Koutsakis, H. Katsoulotos, R. L. Loo and C. Itsiopoulos, “The rationale and design of a Mediterranean diet accompanied by time restricted feeding to optimize the management of type 2 diabetes: the MedDietFast trial”, accepted for publication in the Nutrition, Metabolism and Cardiovascular Diseases journal (Elsevier).
- R. Dabare, K. W. Wong, M. F. Shiratuddin and P. Koutsakis, “A Fuzzy Data Augmentation Technique to Improve Regularization”, accepted for publication in the International Journal of Intelligent Systems (Wiley).
- K. Om, T. McGill, M. Dixon, K. W. Wong and P. Koutsakis, “H.264 and H.265 Video Traffic Modeling Using Neural Networks”, accepted for publication in the Computer Communications Journal (Elsevier).
Book Chapter
T. Kouskouli and P. Koutsakis, “Scheduling for Efficient Telemedicine Traffic Transmission over Next Generation Cellular Networks”, in “Resource Management in Mobile Computing Environments” handbook, 2014, pp. 399-418, Springer-Verlag Publ., C. X. Mavromoustakis, E. Pallis, G. Mastorakis (eds).
Conference Publications and Presentations
- P. Koutsakis and M. Paterakis, “On the Efficient Voice-Data Integration over Medium Capacity Wireless TDMA Channels”, in Proc. of the 3rd IMACS/IEEE International Multiconference on Circuits, Systems, Communications and Computers (CSCC ’99), Athens, Greece.
- P. Koutsakis and M. Paterakis, “Near-Optimal Voice-Data Integration over Third Generation Wireless TDMA Channels”, in Proc. of the IEEE Information Theory Workshop (ITW’ 99), Metsovo, Greece, June ’99, p.67.
- P. Koutsakis and M. Paterakis, “Near-Optimal Voice-Data Integration over Medium and High Capacity Wireless TDMA Channels”, in Proc. of the IEEE Wireless Communications and Networking Conference 1999 (WCNC ’99), New Orleans, USA, pp. 1382-1386.
- P. Koutsakis and M. Paterakis, “Efficient Voice-Video Integration over Wireless Channels with Adjustable Request Bandwidth”, in Proc. of the Multiaccess, Mobility and Teletraffic for Wireless Communications Workshop 1999 (ΜΜΤ ’99), Venice, Italy, published by Kluwer Academic Publishers.
- P. Koutsakis and M. Paterakis, “Diverse Traffic Type Integration in High Capacity Wireless Channels”, presented in the IFIP WG6.3 Workshop on the Performance of Communication Systems, Rethymnon, Greece, 1999.
- P. Koutsakis and M. Paterakis, “On Multiple Traffic Type Integration over Wireless TDMA Channels”, in Proc. of the 5th IEEE Symposium on Computers and Communications (ISCC 2000), Adibes, France, pp. 621-627 (Acceptance Ratio: 54.5%).
- P. Koutsakis and M. Paterakis, “Integrated Voice, Video and Bursty Data Wireless Access in TDMA-Based Mobile Networks”, in Proc. of the International Symposium on 3G Infrastructure and Services (3GIS), Athens, Greece, July 2001, pp. 313-317.
- P. Koutsakis and M. Paterakis, “Packetized Voice, Video and Email Integrated Transmission over Wireless TDMA Networks with Bursty Channel Errors”, in Proc. of the International Symposium on 3G Infrastructure and Services (3GIS), Athens, Greece, July 2001, pp.318-323.
- P. Koutsakis, M. Paterakis and S. Psychis, “Integrating Voice, Video and Bursty Data Packet Traffic Over Burst-Error Wireless TDMA Channels with Adjustable Request Bandwidth”, in Proc. of the 12th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2001), October 2001, San Diego, California, pp. G-55 – G-59.
- P. Koutsakis, S. Psychis and M. Paterakis, “On the Integration of MPEG-4 Video Streams with Voice and E-mail Data Packet Traffic over Wireless Picocellular Networks”, in Proc. of the 12th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2001), October 2001, San Diego, California, pp. G-60 – G-64.
- P. Koutsakis, A. Parathyras and M. Paterakis, “Dynamic Bandwidth Reservation Scheduling for the Integrated Wireless Access of H-263 Videoconference Traffic with Voice and E-mail Packet Traffic”, in Proc. of the 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2002), Lisbon, Portugal, pp. 2367-2371 (Acceptance Ratio: 58%).
- P. Koutsakis, M. Paterakis and S. Psychis, “Call Admission Control and Traffic Policing Mechanisms for the Wireless Transmission of Layered Videoconference Traffic from MPEG-4 and H.263 Video Coders”, in Proc. of the 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2002), Lisbon, Portugal, pp. 2155 – 2159 (Acceptance Ratio: 58%).
- S. Psychis, P. Koutsakis and M. Paterakis, “On the Integration of MPEG-4 streams Pulled Out of High Performance Mobile Devices and Data Traffic over a Wireless Network”, in Proc. of the 8th IFIP International Conference on Personal Wireless Communications (PWC 2003), Venice, Italy, published in Lecture Notes in Computer Science, Springer-Verlag, Vol. 2775, 2003, pp.568-577 (Full Paper Acceptance Ratio: 29.6%).
- S. Psychis, P. Koutsakis and M. Paterakis, “Multiplexing Live Video Streams & Voice with Data over a High Capacity Packet Switched Wireless Network”, in Proc. of the 5th European Wireless Conference, February 2004, Barcelona, Spain.
- P. Koutsakis, H. Papadakis and M. Paterakis, “Restricted Data Traffic Access in Dynamic Packet Reservation Voice-Data Integration for High Capacity Wireless TDMA Channels”, in Proc. of the IEEE Vehicular Technology Conference -fall 2004, September 2004, Los Angeles, California, pp. 1118-1122 (Acceptance Ratio: 30%).
- P. Koutsakis and S. Psychis, “On the Efficient Resource Allocation for High Quality Video Streams and FTP Traffic over Next Generation Wireless Networks”, in Proc. of the 4th IFIP International Networking Conference (NETWORKING 2005), May 2005, Waterloo, Canada, published in Lecture Notes in Computer Science, Springer-Verlag, Vol. 3462, 2005, pp. 1362-1365 (Acceptance Ratio: 24.7%).
- P. Koutsakis, “Multiplexing Voice and SMS Traffic with Bursty Video over Next Generation Wireless Networks with Capture”, in Proc. of the International Workshop on Wireless and Sensor Networks (ICPP 2005 WSNET Workshop), June 2005, Oslo, Norway, pp. 444-451 (IEEE Computer Society Conference, Acceptance Ratio: 50%).
- P. Koutsakis, “Scheduling and Call Admission Control for Burst-Error Wireless Channels”, in Proc. of the 10th IEEE Symposium on Computers and Communications (ISCC), June 2005, Cartagena, Spain, pp. 767-772 (Acceptance Ratio: 36.8%).
- P. Koutsakis, “Improving Channel Utilization by Restricting Data Traffic Access in Voice-Video-Data Integration for High Capacity Wireless Channels”, in Proc. of the IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), August 2005, Montreal, Canada, pp. 212-219 (Acceptance Ratio: 40%).
- H. Papadakis and P. Koutsakis, “Reducing Energy Consumption in Medium Access Control for Wireless Sensor Networks”, in Proc. of the International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2005), September 2005, Split, Croatia, p. P1-5147-1509 ((IEEE Communications Society Conference).
- P. Koutsakis, H. Papadakis, M. Paterakis and S. Psychis, “On the Efficiency of the MI-MAC protocol for Multimedia Traffic Integrated Access over Wireless Networks”, in Proc. of the 1st IEEE/IFIP International Conference in Central Asia on Internet (ICI 2005), September 2005, Bishkek, Kyrgyzstan.
- T. Chiras, M. Paterakis and P. Koutsakis, “Improved Medium Access Control for Wireless Sensor Networks -A Study on the S-MAC Protocol”, in Proc. of the 14th IEEE Workshop on Local and Metropolitan Area Networks (LANMAN 2005), September 2005, Chania, Greece (Acceptance Ratio: 36.6%).
- H. Papadakis and P. Koutsakis, “Resource Allocation for High-Speed Uplink Wireless Channels with no Reservation Guarantees”, in Proc. of the 30th IEEE Conference on Local Computer Networks (LCN 2005), November 2005, Sydney, Australia, pp. 530-537.
- H. Papadakis, P. Koutsakis and M. Vafiadis, “On the Performance Evaluation of a Dynamic Bandwidth Reservation Mechanism for Integrated H.263 Video, IP and MP3 Traffic over Wireless Networks”, in Proc. of the 7th IEEE International Symposium on Multimedia (ISM 2005), December 2005, Irvine, California, USA.
- P. Koutsakis and H. Papadakis, “On the Development of a Combined Scheduling/Traffic Policing Mechanism for 4th Generation Wireless Networks”, in Proc. of the 4th Asian International Mobile Computing Conference (AMOC 2006), January 2006, Kolkata, India.
- P. Koutsakis, H. Papadakis and M. Vafiadis, “Downlink Scheduling and Call Admission Control for Voice, Video, WAP and SMS Traffic over High Capacity Wireless Picocellular Networks”, in Proc. of the IEEE Consumer Communications and Networking Conference (CCNC 2006), January 2006, Vol.2, pp. 918-922, Las Vegas, USA.
- P. Koutsakis and H. Papadakis, “Efficient Medium Access Control for Wireless Sensor Networks”, in Proc. of the 1st IEEE International Symposium on Wireless Pervasive Computing (ISWPC 2006), January 2006, Phuket, Thailand (Full Paper Acceptance Ratio: 37.5%).
- P. Koutsakis, “On the Use of Videoconference Traffic Prediction for an Efficient Satellite Bandwidth Allocation Scheme”, in Proc. of the 3rd IEEE/IFIP International Conference on Wireless and Optical Communications Networks (WOCN 2006), April 2006, Bangalore, India.
- P. Koutsakis, “Efficient Wireless Bandwidth Allocation for MPEG-4 Videos Integrated with Web Traffic”, in Proc. of the 5th International Conference on Networking (ICN’06), April 2006, Mauritius (IEEE Computer Society Conference, Acceptance Ratio: 39%).
- A. Lazaris, P. Koutsakis and M. Paterakis, “On Modeling Video Traffic from Multiplexed MPEG-4 Videoconference Streams”, in Proc. of the 6th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking (NEW2AN), May 2006, St. Petersburg, Russia, published in Lecture Notes in Computer Science, Springer-Verlag, Vol. 4003, 2006, pp.46-57 (Acceptance Ratio: 35.6%).
- P. Koutsakis and A. Lazaris, “A New MAC Protocol Based on Multimedia Traffic Prediction in Satellite Systems”, in Proc. of the 6th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking (NEW2AN), May 2006, St. Petersburg, Russia, published in Lecture Notes in Computer Science, Springer-Verlag, Vol. 4003, 2006, pp.58-69 (Acceptance Ratio: 35.6%).
- P. Koutsakis, “On Increasing Energy Conservation for Wireless Sensor Networks”, in Proc. of the International Conference on Wireless and Mobile Communications (ICWMC 2006), July 2006, Bucharest, Romania (IEEE Computer Society Conference, Acceptance Ratio: 41%).
- P. Koutsakis, “A New Efficient Scheme for the Allocation of Satellite Bandwidth Based on Videoconference Traffic Estimation”, in Proc. of the International Conference on Wireless and Mobile Communications (ICWMC 2006), July 2006, Bucharest, Romania (IEEE Computer Society Conference, Acceptance Ratio: 41%).
- P. Koutsakis, “A New Model for Multiplexed VBR H.263 Videoconference Traffic”, in Proc. of the 49th IEEE GLOBECOM 2006, November 2006, San Francisco, USA (Acceptance Ratio: 40%).
- T. Chiras, P. Koutsakis and M. Paterakis, “A New MAC Protocol for Broadband Powerline Communications Networks”, in Proc. of the 49th IEEE GLOBECOM 2006, November 2006, San Francisco, USA (Acceptance Ratio: 40%).
- P. Koutsakis, “Predictive Resource Reservation Access for Multimedia Integration over GEO Satellite Networks”, in Proc. of the 3rd International Conference on Wireless and Mobile Communications (ICWMC) 2007, March 2007, Guadeloupe (IEEE Computer Society Conference, Acceptance Ratio 31%).
- T. Drivas, P. Koutsakis and M. Paterakis, “On Improving the Performance of MI-MAC over Next Generation Wireless Cellular Networks”, in Proc. of the 3rd International Conference on Wireless and Mobile Communications (ICWMC) 2007, March 2007, Guadeloupe (IEEE Computer Society Conference, Acceptance Ratio: 31%).
- S. Chatziperis, P. Koutsakis and M. Paterakis, “On Achieving Accurate Call Admission Control for Videoconference Traffic Transmission over Wireless Cellular Networks”, in Proc. of the IEEE WCNC 2007, March 2007, Hong Kong, China, pp. 3221-3226 (Acceptance Ratio: 47.4%).
- T. Chiras, P. Koutsakis and M. Paterakis, “Efficient Medium Access Control for Broadband Powerline Communication Networks”, in Proc. of the 20th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), April 2007, Vancouver, Canada, pp. 625-630.
- P. Koutsakis, “Satellite Bandwidth Allocation Based on MPEG-4
Videoconference Traffic Prediction”, in Proc. of the 3rd International Conference on Networking and Services (ICNS), June 2007, Athens, Greece (IEEE Computer Society Conference, Acceptance Ratio: 32%). - T. Chiras, P. Koutsakis and M. Paterakis, “On Improving the Extended Aloha Protocol for Broadband Powerline Communications Networks with Light and Heavy Disturbances”, in Proc. of the 3rd International Conference on Networking and Services (ICNS), June 2007, Athens, Greece (IEEE Computer Society Conference, Acceptance Ratio: 32%).
- P. Koutsakis, “Bandwidth Allocation for Integrated MPEG-4 Video, WAP and MP3 Traffic over Next Generation Wireless Cellular Networks”, in Proc. of the 3rd International Conference on Networking and Services (ICNS), June 2007, Athens, Greece (IEEE Computer Society Conference, Acceptance Ratio: 32%).
- P. Koutsakis, “Efficient Call Admission Control for MPEG-4 Wireless Videoconference Traffic”, in Proc. of the 16th IEEE International Conference on Computer Communications and Networks (ICCCN), August 2007, Honolulu, Hawaii, USA (Acceptance Ratio: 29%).
- P. Koutsakis, “Resource Allocation for High Quality H.264 Streams Integrated with Web and MP3 Traffic over High-Speed Cellular Networks with Capture”, in Proc. of the IEEE International Workshop on Performance Modeling and Evaluation in Computer and Telecommunication Networks (PMECT, in conjunction with IEEE ICCCN), August 2007, Honolulu, Hawaii, USA (Acceptance Ratio: < 40%).
- P. Koutsakis, “Performance Evaluation of the MI-MAC Protocol for the Integration of H.264 Video, Voice and WAP Traffic over Wireless Cellular Networks”, in Proc. of the ACM International Wireless Communications and Mobile Computing Conference (IWCMC 2007), August 2007, Honolulu, Hawaii, USA (Acceptance Ratio: 39.7%).
- P. Koutsakis, “Integrating Latest Technology Multimedia Traffic over High-Speed Cellular Networks”, in Proc. of the ACM International Wireless Communications and Mobile Computing Conference (IWCMC 2007), August 2007, Honolulu, Hawaii, USA (Acceptance Ratio: 39.7%).
- P. Koutsakis, “Performance Evaluation of the PRRA MAC Protocol for GEO Satellite Networks”, in Proc. of the 3rd IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) 2007, October 2007, New York, USA (Acceptance Ratio: 45%).
- P. Koutsakis, “Transmission Scheduling for Multimedia Traffic over Wireless Cellular Networks with Capture”, in Proc. of the 3rd IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) 2007, October 2007, New York, USA (Acceptance Ratio: 45%).
- P. Koutsakis, M. Giannotta, A. Ianos and A. Lazaris, “Scheduling for H.264 Video Traffic over GEO Satellite Networks”, in Proc. of the 5th ACM International Workshop on Mobility Management and Wireless Access (MobiWAC), October 2007, Chania, Greece, pp. 130-136 (Acceptance Ratio: 40%).
- A. M. Kholaif, T. D. Todd, P. Koutsakis and M. N. Smadi, “QoS-Enabled Power Saving Access Points for IEEE 802.11 Networks”, in Proc. of the IEEE WCNC 2008, April 2008, Las Vegas, USA (Acceptance Ratio: 44.7%).
- S. Chatziperis, P. Koutsakis and M. Paterakis, “Highly Efficient Call Admission Control for Wireless Multimedia Traffic”, in Proc. of the 7th International Conference on Networking (ICN) 2008, April 2008, Cancun, Mexico (IEEE Computer Society Conference, Acceptance Ratio: 31%).
- L. Qiao and P. Koutsakis, “Guaranteed Bandwidth Allocation and QoS support for Mobile Telemedicine Traffic”, in Proc. of the IEEE Sarnoff Symposium 2008, April 2008, Princeton, New Jersey, USA (Acceptance Ratio: < 40%).
- A. Lazaris and P. Koutsakis, “Revenue-Based Call Admission Control for MPEG-4 Wireless Videoconference Traffic”, in Proc. of the 9th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Newport Beach, USA, 2008.
- P. Koutsakis, “Efficient Traffic Policing for Videoconference Traffic over Wireless Cellular Networks”, in Proc. of the 13th IEEE International Symposium on Computers and Communications (ISCC 2008), July 2008, Marrakech, Morocco (Acceptance Ratio: 48%).
- P. Koutsakis, “Call Admission Control for H.264 Traffic Transmission over Wireless Cellular Networks”, in Proc. of the 13th IEEE International Symposium on Computers and Communications (ISCC 2008), July 2008, Marrakech, Morocco (Acceptance Ratio: 48%).
- P. Koutsakis and A. Lazaris, “Integrating Multimedia Traffic with Strict QoS in Wireless Cellular Networks” (Invited Paper), in Proc. of the IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2008), August 2008, Limin Hersonissou, Crete, Greece.
- L. Gadbois and P. Koutsakis, “Using Efficient Backlog Estimation to Achieve Near-Optimal Throughput for Integrated Multimedia Wireless Cellular Access”, in Proc. of the 5th IEEE International Symposium on Wireless Communication Systems (ISWCS) 2008, Reykjavik, Iceland, October 2008.
- P. Koutsakis, “A New Call Admission and Medium Access Control Framework for Multimedia Traffic over GEO Satellite Networks”, in Proc. of the 11th IEEE International Conference on Communication Systems (ICCS), November 2008, Guangzhou, China (Acceptance Ratio: 40%).
- A. Lazaris and P. Koutsakis, “Modeling Video Traffic from Multiplexed H.264 Videoconference Streams”, in Proc. of the IEEE GLOBECOM 2008, December 2008, New Orleans, USA (Acceptance Ratio: 36%).
- L. Qiao and P. Koutsakis, “Fair and Efficient Scheduling for Telemedicine Traffic Transmission over Wireless Cellular Networks”, in Proc. of the 69th IEEE Vehicular Technology Conference – spring, 2009, Barcelona, Spain (Acceptance Ratio: 53%).
- P. Koutsakis, “Call Admission Control for Wireless Videoconference Traffic Based on the Users’ Willingness to Pay”, in Proc. of the European Wireless 2010 Conference, Lucca, Italy, April 2010, pp. 34-41 (IEEE Communications Society Conference, Acceptance Ratio: 50%).
- J. Sotiropoulos, A. Delimargas and P. Koutsakis, “Exploiting GoP Patterns for Video Traffic Control over Wireless Networks”, in Proc. of the IEEE WCNC 2012, Paris, France (Acceptance Ratio: 44%).
- C. Stamos, D. Vasileiadou, G. Koutsandria, I. Spanou, A. Vlachaki, A. Lazaris and P. Koutsakis, “User-Satisfaction Based Resource Allocation for GEO Satellites”, in Proc. of the IEEE WoWMoM 2012, San Francisco, USA (Work-in-Progress Paper Acceptance Ratio: 33.3%).
- I. Spanou, A. Lazaris and P. Koutsakis, “Scene Change Detection-Based Discrete Autoregressive Modeling for MPEG-4 Video Traffic”, in Proc. of the IEEE ICC 2013, Budapest, Hungary (Acceptance Ratio: 39%).
- Ε. Palogiannidi, E. Iosif, P. Koutsakis and A. Potamianos, “Valence, Arousal, Dominance Estimation for English, German, Greek, Portuguese and Spanish Lexica using Semantic Models”, in Proc. of Interspeech 2015, Dresden, Germany (Acceptance Ratio: 51%).
- S. Boukoros, A. Kalampogia and P. Koutsakis, “A New Highly Accurate Workload Model for Campus Email Traffic”, in Proc. of the IEEE International Conference on Computing, Networking and Communications (ICNC) 2016, Kauai, Hawaii, USA (Acceptance Ratio:< 30%).
- Ε. Palogiannidi, P. Koutsakis, E. Iosif and A. Potamianos, “Affective Lexicon Creation for the Greek Language”, in Proc. of the 10th Language Resources and Evaluation Conference (LREC 2016), Portoroz, Slovenia.
- Ε. Palogiannidi, E. Iosif, P. Koutsakis and A. Potamianos, “A Semantic-Affective Compositional Approach for the Affective Labelling of Adjective-Noun and Noun-Noun Pairs”, in Proc. of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT 2016), San Diego, USA.
- A. Chorianopoulou, P. Koutsakis and A. Potamianos, “Speech Emotion Recognition Using Affective Saliency”, in Proc. of Interspeech 2016, San Francisco, USA (Acceptance Ratio: 50%).
- A. Kalampogia and P. Koutsakis, “Using Simulated Annealing for Improved Video Bandwidth Prediction”, in Proc. of the IEEE INFOCOM 2017 Workshop on Communication and Networking Techniques for Contemporary Video, Atlanta, USA.
- S. Boukoros, A. Nugaliyadde, A. Marnerides, C. Vassilakis, P. Koutsakis and K. W. Wong, “Modeling Server Workloads for Campus Email Traffic Using Recurrent Neural Networks”, in Proc. of the the 24th International Conference on Neural Information Processing (ICONIP 2017), Guangzhou, China.
- D. Murray, T. Koziniec, S. Zander, M. Dixon and P. Koutsakis, “An Analysis of Changing Enterprise Network Traffic Characteristics”, in Proc. of the 23rd Asia-Pacific Conference on Communications (APCC 2017).
- Μ. Α. Nassar, L. Luxford, P. Cole, G. Oatley and P. Koutsakis, “Adaptive Low-Power Wireless Sensor Network Architecture for Smart Street Furniture-Based Crowd and Environmental Measurements”, in Proc. of the 20th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Washington, USA, 2019.
- R. Dabare, K. W. Wong, M. F. Shiratuddin and P. Koutsakis, “Fuzzy Deep Neural Network for Classification of Overlapped Data”, to appear in Proc. of the 26th International Conference on Neural Information Processing (ICONIP), Sydney, Australia, 2019.
- Μ. Α. Nassar, L. Luxford, P. Cole, G. Oatley and P. Koutsakis, “Secure and Privacy-Preserving Real-Time Dynamic Crowd Measurement System Using Smart Street Furniture”, Working paper presented at Technology Surprise Forum as part of the Safeguarding Australia Conference, Canberra, May 2019. Final paper to be included in Technology Surprise: A Compendium of Papers (awaiting publication), Defence Science and Technology Group.
- R. Dabare, K. W. Wong, M. F. Shiratuddin and P. Koutsakis, “Fuzzy Data Augmentation for Handling Overlapped and Imbalanced Data”, in Proc. of the 28th International Conference on Neural Information Processing (ICONIP), Bali, Indonesia, 2021.