Robert C. Atkinson

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 57

Top Topics

Intrusion Detection

Satellite Images

Graphics Processing Units

Partial Discharge

Top Venues

Publications

Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Knitworks: Patched neural implicit representation networks. Pattern Recognit. 151 (2024)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Javier Cardona, Christos Tachtatzis
Multi-Modal Convolutional Parameterisation Network for Guided Image Inverse Problems. J. Imaging 10 (3) (2024)
Mikolaj Czerkawski, Robert C. Atkinson, W. Craig Michie, Christos Tachtatzis
SatelliteCloudGenerator: Controllable Cloud and Shadow Synthesis for Multi-Spectral Optical Satellite Images. Remote. Sens. 15 (17) (2023)
Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, W. Craig Michie, Xavier J. A. Bellekens
Leveraging siamese networks for one-shot intrusion detection model. J. Intell. Inf. Syst. 60 (2) (2023)
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
Detecting Cloud Presence In Satellite Images Using The RGB-based Clip Vision-Language Model. IGARSS (2023)
Ibrahim Aqeel, Ephraim Iorkyase, Hussein Zangoti, Christos Tachtatzis, Robert C. Atkinson, Ivan Andonovic
LoRaWAN-implemented node localisation based on received signal strength indicator. IET Wirel. Sens. Syst. 13 (4) (2023)
Matej Klima, Miroslav Bures, Bestoun S. Ahmed, Xavier J. A. Bellekens, Robert C. Atkinson, Christos Tachtatzis, Pavel Herout
Specialized path-based technique to test Internet of Things system functionality under limited network connectivity. Internet Things 22 (2023)
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model. CoRR (2023)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
Correction: Czerkawski et al. Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote Sens. 2022, 14, 1342. Remote. Sens. 14 (24) (2022)
Priti Upadhyay, Mikolaj Czerkawski, Christopher Davison, Javier Cardona, Malcolm Macdonald, Ivan Andonovic, W. Craig Michie, Robert C. Atkinson, Nikela Papadopoulou, Konstantinos Nikas, Christos Tachtatzis
A Flexible Multi-Temporal and Multi-Modal Framework for Sentinel-1 and Sentinel-2 Analysis Ready Data. Remote. Sens. 14 (5) (2022)
Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran Kvascev, Christos Tachtatzis
Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors 22 (6) (2022)
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote. Sens. 14 (6) (2022)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Ivan Andonovic, Xavier J. A. Bellekens
Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends. Inf. 13 (3) (2022)
Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier J. A. Bellekens
Utilising Flow Aggregation to Classify Benign Imitating Attacks. CoRR (2021)
David Upton, Keyur K. Mistry, Peter J. Mather, Zaharias D. Zaharis, Robert C. Atkinson, Christos Tachtatzis, Pavlos I. Lazaridis
A Review of Techniques for RSS-Based Radiometric Partial Discharge Localization. Sensors 21 (3) (2021)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Weight Step Video Compression. CoRR (2021)
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
Neural Knitworks: Patched Neural Implicit Representation Networks. CoRR (2021)
Dejan Pavlovic, Chris Davison, Andrew W. Hamilton, Oskar Marko, Robert C. Atkinson, W. Craig Michie, Vladimir S. Crnojevic, Ivan Andonovic, Xavier J. A. Bellekens, Christos Tachtatzis
Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks. Sensors 21 (12) (2021)
Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Ethan Bayne, Xavier J. A. Bellekens
Developing a Siamese Network for Intrusion Detection Systems. EuroMLSys@EuroSys (2021)
Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Ethan Bayne, Miroslav Bures, Xavier J. A. Bellekens
Utilising Flow Aggregation to Classify Benign Imitating Attacks. Sensors 21 (5) (2021)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Xavier J. A. Bellekens
Cyber-Security Challenges in Aviation Industry: A Review of Current and Future Trends. CoRR (2021)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
Interoperability and Integration Testing Methods for IoT Systems: a Systematic Mapping Study. CoRR (2020)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, David Brosset, Dimitris Kavallieros, Robert C. Atkinson, Christos Tachtatzis, Miroslav Bures, Ivan Andonovic, Xavier J. A. Bellekens
A Review of Cyber-Ranges and Test-Beds: Current and Future Trends. CoRR (2020)
Hanan Hindy, Robert C. Atkinson, Christos Tachtatzis, Jean-Noël Colin, Ethan Bayne, Xavier J. A. Bellekens
Towards an Effective Zero-Day Attack Detection Using Outlier-Based Deep Learning Techniques. CoRR (2020)
David I. Gillespie, Andrew W. Hamilton, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
Defect Detection in Aerospace Sandwich Composite Panels Using Conductive Thermography and Contact Sensors. Sensors 20 (22) (2020)
Hanan Hindy, Ethan Bayne, Miroslav Bures, Robert C. Atkinson, Christos Tachtatzis, Xavier J. A. Bellekens
Machine Learning Based IoT Intrusion Detection System: An MQTT Case Study. CoRR (2020)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Kumar Seeam, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems. IEEE Access 8 (2020)
David I. Gillespie, Andrew W. Hamilton, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
Composite Laminate Delamination Detection Using Transient Thermal Conduction Profiles and Machine Learning Based Data Analysis. Sensors 20 (24) (2020)
Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, David Brosset, Miroslav Bures, Ivan Andonovic, W. Craig Michie, Xavier J. A. Bellekens
Leveraging Siamese Networks for One-Shot Intrusion Detection Model. CoRR (2020)
Elochukwu Ukwandu, Mohamed Amine Ben Farah, Hanan Hindy, David Brosset, Dimitris Kavallieros, Robert C. Atkinson, Christos Tachtatzis, Miroslav Bures, Ivan Andonovic, Xavier J. A. Bellekens
A Review of Cyber-Ranges and Test-Beds: Current and Future Trends. Sensors 20 (24) (2020)
Joshua Talbot, Przemek Pikula, Craig Sweetmore, Samuel Rowe, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Security Perspective on Unikernels. Cyber Security (2020)
Anastasios Stamoulakatos, Javier Cardona, Chris McCaig, David Murray, Hein Filius, Robert C. Atkinson, Xavier J. A. Bellekens, W. Craig Michie, Ivan Andonovic, Pavlos I. Lazaridis, Andrew W. Hamilton, Md. Moinul Hossain, Gaetano Di Caterina, Christos Tachtatzis
Automatic Annotation of Subsea Pipelines Using Deep Learning. Sensors 20 (3) (2020)
David I. Gillespie, Andrew W. Hamilton, Ewan J. McKay, Brian Neilson, Robert C. Atkinson, Ivan Andonovic, Christos Tachtatzis
Non-Destructive Identification of Fibre Orientation in Multi-Ply Biaxial Laminates Using Contact Temperature Sensors. Sensors 20 (14) (2020)
Miroslav Bures, Matej Klima, Vaclav Rechtberger, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Bestoun S. Ahmed
Interoperability and Integration Testing Methods for IoT Systems: A Systematic Mapping Study. SEFM (2020)
Colin Urquhart, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Hanan Hindy, Amar Seeam
Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach. IEEE Access 7 (2019)
Xavier J. A. Bellekens, Gayan Jayasekara, Hanan Hindy, Miroslav Bures, David Brosset, Christos Tachtatzis, Robert C. Atkinson
From Cyber-Security Deception to Manipulation and Gratification Through Gamification. HCI (29) (2019)
Ephraim Iorkyase, Christos Tachtatzis, Pavlos I. Lazaridis, Ian A. Glover, Robert C. Atkinson
Low-complexity wireless sensor system for partial discharge localisation. IET Wirel. Sens. Syst. 9 (3) (2019)
Xavier J. A. Bellekens, Gayan Jayasekara, Hanan Hindy, Miroslav Bures, David Brosset, Christos Tachtatzis, Robert C. Atkinson
From Cyber-Security Deception To Manipulation and Gratification Through Gamification. CoRR (2019)
Joshua Talbot, Przemek Pikula, Craig Sweetmore, Samuel Rowe, Hanan Hindy, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Security Perspective on Unikernels. CoRR (2019)
Colin Urquhart, Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Hanan Hindy, Amar Seeam
Cyber-Security Internals of a Skoda Octavia vRS: A Hands on Approach. CoRR (2019)
Umar F. Khan, Pavlos I. Lazaridis, H. Mohamed, David Upton, Keyur K. Mistry, Bahghtar Saeed, Peter Mather, Robert C. Atkinson, Christos Tachtatzis, Ian A. Glover
Received Signal Strength Intensity Based Localization of Partial Discharge in High Voltage Systems. ICAC (2018)
Hanan Hindy, Elike Hodo, Ethan Bayne, Amar Seeam, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Malicious Traffic for Intrusion Detection Systems. CoRR (2018)
Hanan Hindy, Elike Hodo, Ethan Bayne, Amar Seeam, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy of Malicious Traffic for Intrusion Detection Systems. CyberSA (2018)
Hanan Hindy, David Brosset, Ethan Bayne, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson, Xavier J. A. Bellekens
A Taxonomy and Survey of Intrusion Detection System Design Techniques, Network Threats and Datasets. CoRR (2018)
Umar F. Khan, Pavlos I. Lazaridis, Hamd Mohamed, Ricardo Albarracín Sánchez, Zaharias D. Zaharis, Robert C. Atkinson, Christos Tachtatzis, Ian A. Glover
An Efficient Algorithm for Partial Discharge Localization in High-Voltage Systems Using Received Signal Strength. Sensors 18 (11) (2018)
Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Pierre-Louis Dubouilh, Ephraim Iorkyase, Christos Tachtatzis, Robert C. Atkinson
Threat analysis of IoT networks Using Artificial Neural Network Intrusion Detection System. CoRR (2017)
Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Machine Learning Approach for Detection of nonTor Traffic. CoRR (2017)
Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey. CoRR (2017)
Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Machine Learning Approach for Detection of nonTor Traffic. ARES (2017)
Elike Hodo, Xavier J. A. Bellekens, Ephraim Iorkyase, Andrew W. Hamilton, Christos Tachtatzis, Robert C. Atkinson
Machine Learning Approach for Detectionof nonTor Traffic. J. Cyber Secur. Mobil. 6 (2) (2017)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems. CoRR (2017)
Xavier J. A. Bellekens, Amar Seeam, Christos Tachtatzis, Robert C. Atkinson
Trie Compression for GPU Accelerated Multi-Pattern Matching. CoRR (2017)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing. CoRR (2017)
Adel Jaber, Pavlos I. Lazaridis, Bahghtar Saeed, Yong Zhang, Umar F. Khan, David Upton, Hamd Ahmed, Peter Mather, Robert C. Atkinson, Martin Judd, Maria de Fátima Queiroz Vieira, Ian A. Glover
Assessment of Effective Radiated Power of the Partial Discharge Emulator Source. WISATS (2016)
Xavier J. A. Bellekens, Greig Paul, Christos Tachtatzis, James Irvine, Robert C. Atkinson
Strategies for Protecting Intellectual Property when Using CUDA Applications on Graphics Processing Units. SIN (2016)
Elike Hodo, Xavier J. A. Bellekens, Andrew W. Hamilton, Pierre-Louis Dubouilh, Ephraim Iorkyase, Christos Tachtatzis, Robert C. Atkinson
Threat analysis of IoT networks using artificial neural network intrusion detection system. ISNCC (2016)
Adel Jaber, Pavlos I. Lazaridis, Bahghtar Saeed, Yong Zhang, David Khan, David Upton, Hamd Ahmed, Peter Mather, Maria de Fátima Queiroz Vieira, Robert C. Atkinson, Martin Judd, Ian A. Glover
Comparative study of Partial Discharge emulators for the calibration of Free-Space radiometric measurements. ICAC (2016)
Adel Jaber, Pavlos I. Lazaridis, Yong Zhang, David Upton, Hamd Ahmed, Umar F. Khan, Bahghtar Saeed, Peter Mather, Maria F. Q. Vieira, Robert C. Atkinson, Martin Judd, Ian A. Glover
Comparison of contact measurement and free-space radiation measurement of partial discharge signals. ICAC (2015)
Jakub Konka, W. Craig Michie, Ivan Andonovic, Robert C. Atkinson
Approximating Equilibrium in the Digital Marketplace. VTC Spring (2015)
Fabio Di Franco, Christos Tachtatzis, Robert C. Atkinson, Ilenia Tinnirello, Ian A. Glover
Channel estimation and transmit power control in wireless body area networks. IET Wirel. Sens. Syst. 5 (1) (2015)
Xavier J. A. Bellekens, Greig Paul, James M. Irvine, Christos Tachtatzis, Robert C. Atkinson, Tony Kirkham, Craig Renfrew
Data remanence and digital forensic investigation for CUDA Graphics Processing Units. IM (2015)
Yong Zhang, David Upton, Adel Jaber, Hamd Ahmed, Bahghtar Saeed, Peter Mather, Pavlos I. Lazaridis, Alexandre Mopty, Christos Tachtatzis, Robert C. Atkinson, Martin Judd, Maria de Fátima Queiroz Vieira, Ian A. Glover
Radiometric Wireless Sensor Network Monitoring of Partial Discharge Sources in Electrical Substations. Int. J. Distributed Sens. Networks 11 (2015)
Jakub Konka, Ivan Andonovic, W. Craig Michie, Robert C. Atkinson
Auction-Based Network Selection in a Market-Based Framework for Trading Wireless Communication Services. IEEE Trans. Veh. Technol. 63 (3) (2014)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
GLoP: Enabling Massively Parallel Incident Response Through GPU Log Processing. SIN (2014)
Xavier J. A. Bellekens, Christos Tachtatzis, Robert C. Atkinson, Craig Renfrew, Tony Kirkham
A Highly-Efficient Memory-Compression Scheme for GPU-Accelerated Intrusion Detection Systems. SIN (2014)
Will Francis, Robert C. Atkinson, Paul J. Box, Terry Rankine, Stuart Woodman, Laura Kostanski
Model-driven data harvesting to publish provenance for geospatial references. K-CAP (2013)
Neil Sinclair, David Harle, Ian A. Glover, James Irvine, Robert C. Atkinson
An Advanced SOM Algorithm Applied to Handover Management Within LTE. IEEE Trans. Veh. Technol. 62 (5) (2013)
Xuewu Dai, John E. Mitchell, Yang Yang, Ian A. Glover, Konstantinos Sasloglou, Robert C. Atkinson, Isabella Panella, John Strong, Werner Schiffers, Partha S. Dutta
Development and validation of a simulator for wireless data acquisition in gas turbine engine testing. IET Wirel. Sens. Syst. 3 (3) (2013)
Neil Sinclair, David Harle, Ian A. Glover, James Irvine, Robert C. Atkinson
Parameter Optimization for LTE Handover Using an Advanced SOM Algorithm. VTC Spring (2013)
José M. R. de Souza Neto, José Sérgio da Rocha Neto, Long Chang, Robert C. Atkinson, Konstantinos Sasloglou, Ian A. Glover
A self-calibrating partial discharge WSN for condition monitoring in the future smart grid. ISGT Europe (2012)
Shahzad A. Bhatti, Qingshan Shan, Robert C. Atkinson, Ian A. Glover
Performance simulations of WLAN and Zigbee in electricity substation impulsive noise environments. SmartGridComm (2012)
G. Tsao, P. Iyamu, Lykourgos Petropoulakis, Robert C. Atkinson, Ivan Andonovic, Ian A. Glover
Measurements of MIMO-UWB indoor channel. ISSSE (2012)
Xuewu Dai, Konstantinos Sasloglou, Robert C. Atkinson, John Strong, Isabella Panella, Lim Yun Yuncai, Han Mingding, Ang Chee Wei, Ian A. Glover, John E. Mitchell, Werner Schiffers, Partha S. Dutta
Wireless Communication Networks for Gas Turbine Engine Testing. Int. J. Distributed Sens. Networks 8 (2012)
Chong Shen, Wencai Du, Robert C. Atkinson, Kae Hsiang Kwong
Policy Based Mobility & Flow Management for IPv6 Heterogeneous Wireless Networks. Wirel. Pers. Commun. 62 (2) (2012)
Neil Sinclair, David Harle, Ian A. Glover, Robert C. Atkinson
A Kernel Methods Approach to Reducing Handover Occurrences within LTE. EW (2012)
Michael P. Gilroy, James Irvine, Robert C. Atkinson
RAID 6 Hardware Acceleration. ACM Trans. Embed. Comput. Syst. 10 (4) (2011)
Chong Shen, Wencai Du, Robert C. Atkinson, James Irvine, Dirk Pesch
A mobility framework to improve heterogeneous wireless network services. Int. J. Ad Hoc Ubiquitous Comput. 7 (1) (2011)
Jorge Espi, Robert C. Atkinson, David Harle, Ivan Andonovic, Colin M. Arthur
Downlink TCP performance enhancement at handoff for FMIPv6-enabled nodes. PIMRC (2010)
Jorge Espi, Robert C. Atkinson, Ivan Andonovic, John Dunlop
Proactive Route Optimization for Fast Mobile IPv6. VTC Fall (2009)
Shahzad A. Bhatti, Qingshan Shan, Ian A. Glover, Robert C. Atkinson, Iliana E. Portugués, Philip J. Moore, Richard Rutherford
Impulsive noise modelling and prediction of its impact on the performance of WLAN receiver. EUSIPCO (2009)
Qi Wang, Tobias Hof, Fethi Filali, Robert C. Atkinson, John Dunlop, Eric Robert, Leire Aginako
QoS-Aware Network-supported Architecture to Distribute Application Flows over Multiple Network Interfaces for B3G Users. Wirel. Pers. Commun. 48 (1) (2009)
Qingshan Shan, Shahzad A. Bhatti, Ian A. Glover, Robert C. Atkinson, Iliana E. Portugués, Philip J. Moore, Richard Rutherford
Characteristics of impulsive noise in electricity substations. EUSIPCO (2009)
Qingshan Shan, Ian A. Glover, Philip J. Moore, Iliana E. Portugués, Richard Rutherford, Robert C. Atkinson, Shahzad A. Bhatti, R. J. Watson
ZigBee Performance in 400 KV Air Insulated Power Substation. EIAT/IETA (2008)
Qi Wang, Robert C. Atkinson, John Dunlop
Design and evaluation of flow handoff signalling for multihomed mobile nodes in wireless overlay networks. Comput. Networks 52 (8) (2008)
Tobias Hof, Qi Wang, Robert C. Atkinson, John Dunlop
Design and evaluation of dynamic policy-based flow redirection for multihomed mobile networks. MWCN (2007)
Robert C. Atkinson, James Irvine, John Dunlop, Sunil Vadgama
The personnel distributed environment. IEEE Wirel. Commun. 14 (2) (2007)
Qi Wang, Robert C. Atkinson, Campbell Cromar, John Dunlop
Hybrid User- and Network-Initiated Flow Handoff Support for Multihomed Mobile Hosts. VTC Spring (2007)
Robert C. Atkinson
Telecom Regulation for the 21st Century: Avoiding Gridlock, Adapting to Change. J. Telecommun. High Technol. Law 4 (2) (2006)
David Pearce, John Dunlop, Robert C. Atkinson
Leader election in a personal distributed environment. PIMRC (2005)
Robert C. Atkinson, Swee Keow Goo, James Irvine, John Dunlop
Location privacy and the personal distributed environment. ISWCS (2004)