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Research Output 1991 2018

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Conference Paper
2014

A polymorphic recogniser for distributed intelligence in wireless sensor networks

Senior, A., Sekercioglu, Y. A. & Khan, A. I., 2014, 2014 International Conference on Computer and Information Sciences (ICCOINS): Proceedings. Said, A. M. & Ahmad, A. R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Holographic graph neuron

Osipov, E., Khan, A. I. & Muhamad Amin, A., 2014, 2014 International Conference on Computer and Information Sciences (ICCOINS): Proceedings. Said, A. M. & Ahmad, A. R. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1 - 6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Learning above-and-below relationship for vision-based robot navigation system using Distributed Hierarchical Graph Neuron (DHGN) algorithm

Muhamad Amin, A., Ahmad, N. M., Sayeed, M. S. & Khan, A. I., 2014, 13th International Conference on Control, Automation, Robotics and Vision (ICARCV 2014). Wang, H. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 595 - 600 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2013

Introducing an intelligent MapReduce framework for distributed data processing in clouds

Basirat, A. H. & Khan, A. I., 2013, Proceedings of the IEEE 12th International Symposium on Network Computing and Applications (NCA 2013). Puliafito, A., Anta, A. F. & Papavassiliou, S. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 61 - 64 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

One-shot classification of 2-D leaf shapes using Distributed Hierarchical Graph Neuron (DHGN) scheme with k-NN classifier

Muhamad Amin, A. H. & Khan, A. I., 2013, Procedia Computer Science: 17th Asia Pacific Symposium on Intelligent and Evolutionary Systems (IES 2013). Cho, S-B., Sato, A-H. & Kim, K-J. (eds.). Amsterdam, Netherlands: Elsevier, Vol. 24. p. 84 - 96 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
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2012

A combined pattern recognition scheme with genetic algorithms for robot guidance using Wireless Sensor Networks

Alfehaid, W. M., Khan, A. I. & Muhamad Amin, A., 2012, 12th International Conference on Control, Automation, Robotics & Vision. Cheah, C. C. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 759 - 764 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A novel associative model of data: Toward a distributed large-scale data processing scheme for future computer clouds

Basirat, A. H. & Khan, A. I., 2012, Proceedings of the IEEE 11th International Symposium on Network Computing and Applications. Elks, C. (ed.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 163 - 166 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A novel target recognition scheme for WSNs

Al-Naeem, M. & Khan, A. I., 2012, The 2012 International Joint Conference on Neural Networks (IJCNN 2012): 10-15 June 2012, Brisbane, QLD, Australia [proceedings]. Essam, D. & Sarker, R. (eds.). Piscataway, NJ [USA]: IEEE, Institute of Electrical and Electronics Engineers, p. 2413-2418 6 p. 6252700

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

One-shot data clustering mechanism using a distributed associative memory scheme for on-site recognition within network of smart objects

Muhamad Amin, A. H. & Khan, A. I., 2012, 2012 International Conference on Computer & Information Science (ICCIS), Conference Proceedings, Volume 2. Hudaya, A., Taib, S. M., Sulaiman, S., Mahamad, S. & Patah Akhir, E. A. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 658 - 663 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2011

A single shot associated memory based classification scheme for WSN

Choudhry, N. & Khan, A., 2011, Advances in Neural Networks (ISNN 2011): 8th International Symposium on Advances in Neural Networks, ISNN 2011, Guilin, China, May 29 - June 1, 2011, Proceedings, Part III. Liu, D., Zhang, H., Polycarpou, M., Alippi, C. & He, H. (eds.). Heidelberg [Germany]: Springer, p. 94 - 103 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Cellular microscopic pattern recogniser - A distributed computational approach for macroscopic event detection in WSN

Alfehaid, W. M. & Khan, A. I., 2011, Procedia Computer Science: Proceedings of the International Conference on Computational Science, ICCS 2011. Sato, M., Matsuoka, S., Sloot, P. M. A., Dick Van Albada, G. & Dongarra, J. (eds.). Amsterdam Netherlands: Elsevier, p. 66 - 75 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Introducing a novel data management approach for distributed large scale data processing in future computer clouds

Basirat, A. & Khan, A., 2011, Proceedings of the 18th International Conference on Neural Information Processing, Part II. Lu, B-L., Zhang, L. & Kwok, J. (eds.). Berlin Germany: Springer-Verlag London Ltd., p. 391 - 398 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Recognising complex patterns through a distributed multi-feature approach

Muhamad Amin, A. & Khan, A., 2011, Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems. Abraham, A., Kamel, M., Yager, R., Zomaya, A., Muda, A. K., Hong, T-P. & Huoy, C. Y. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 400 - 405 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2010

A divide-and-distribute approach to single-cycle learning HGN network for pattern recognition

Muhamad Amin, A. & Khan, A. I., 2010, Proceedings of the 11th International Conference on Control, Automation, Robotics and Vision. Suganthan, P. N. (ed.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2118 - 2123 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A wheel graph structured associative memory for single-cycle pattern recognition within P2P Networks

Amir, A., Raja Mahmood, R. A. & Khan, A. I., 2010, Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops. Durresi, A., Barolli, L. & Fang, S. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1011 - 1016 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Evolution of information retrieval in cloud computing by redesigning data management architecture from a scalable associative computing perspective

Basirat, A. H. & Khan, A. I., 2010, Proceedings of the 17th International Conference on Neural Information Processing: Models and Applications. Wong, K. W., U Mendis, B. S. & Bouzerdoum, A. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6444. p. 275 - 282 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Identifier based graph neuron: A light weight event classification scheme for WSN

Choudhry, N. & Khan, A. I., 2010, Proceedings of the 17th International Conference on Neural Information Processing: Models and Applications. Wong, K. W., U Mendis, B. S. & Bouzerdoum, A. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 6444. p. 300 - 309 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Under the cloud: A novel content addressable data framework for cloud parallelization to create and virtualize new breeds of cloud applications

Basirat, A. H., Muhamad Amin, A. & Khan, A. I., 2010, Proceedings of the 2010 Ninth IEEE International Symposium on Network Computing and Applications. Olsen, R. (ed.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 168 - 173 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2009

A distributed event detection scheme for wireless sensor networks

Muhamad Amin, A., Khan, A. I. & Raja Mahmood, R. A., 2009, Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2009). Kotsis, G., Taniar, D., Pardede, E. & Khalil, I. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 295 - 299 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Building context aware network of wireless sensors using a novel pattern recognition scheme called Hierarchical Graph Neuron

Basirat, A. H. & Khan, A. I., 2009, Proceedings of the 2009 IEEE International Conference on Semantic Computing (ICSC 2009). Chen, S-C., Glasberg, R., Heflin, J., Schuler, K. K., Kof, L., Oliver, I., Pantel, P. & Simperl, E. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 487 - 494 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Collaborative-comparison learning for complex event detection using Distributed Hierarchical Graph Neuron (DHGN) approach in Wireless Sensor Network

Muhamad Amin, A. & Khan, A. I., 2009, Proceedings of the 22nd Australasian Joint Conference AI 2009: Advances in Artificial Intelligence. Nicholson, A. & Li, X. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5866. p. 111 - 120 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Graph neuron and hierarchical graph neuron, novel approaches toward real time pattern recognition in wireless sensor networks

Basirat, A. H. & Khan, A. I., 2009, Proceedings of the 5th International Wireless Communications and Mobile Computing Conference (IWCMC 2009). Kassler, A. J. (ed.). Leipzig Germany: Association for Computing Machinery (ACM), p. 404 - 409 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Lightweight and distributed attack detection scheme in mobile ad hoc networks

Raja Mahmood, R. A., Muhamad Amin, A., Amir, A. & Khan, A. I., 2009, Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia (MoMM 2009). Kotsis, G., Taniar, D., Pardede, E. & Khalil, I. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 162 - 169 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Multi-wheel graph neuron: A distributed associative memory for structured P2P networks

Amir, A., Khan, A. I. & Raja Mahmood, R. A., 2009, Proceedings of the 11th International Conference on Information Integration and Web-based Applications and Services (iiWAS 2009). Kotsis, G., Taniar, D., Pardede, E. & Khalil, I. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 145 - 151 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2008

A distributed hierarchical graph neuron-based classifier: An efficient, low-computational classifier

Raja Mahmood, R. A., Muhamad Amin, A. & Khan, A. I., 2008, Proceedings of the First International Conference on Intelligent Networks and Intelligent Systems. Zheng, H., Li, L., Eguchi, K. & Wang, W. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 675 - 680 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Analysis of pattern recognition algorithms using associative memory approach: A comparative study between the Hopfield network and distributed hierarchical graph neuron (DHGN)

Muhamad Amin, A., Raja Mahmood, R. A. & Khan, A. I., 2008, Proceedings of the 8th IEEE International Conference on Computer and Information Technology Workshops. He, X., Wu, Q., Nguyen, Q. V. & Jia, W. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 153 - 158 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Commodity-grid based distributed pattern recognition framework

Muhamad Amin, A. & Khan, A. I., 2008, Proceedings of the Australasian Workshop on Grid Computing and e-Research (AusGrid 2008). Kelly, W. & Roe, P. (eds.). Sydney NSW Australia: Australian Computer Society Inc, Vol. 82. p. 27 - 34 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Parallel pattern recognition using a single-cycle learning approach within wireless sensor networks

Muhamad Amin, A. & Khan, A. I., 2008, Proceedings of the Ninth International Conference on Parallel and Distributed Computing, Applications and Technologies. Huang, Z., Xu, Z., Rountree, N., Lefevre, L., Shen, H., Hine, J. & Pan, Y. (eds.). Los Alamitos CA USA: IEEE, Institute of Electrical and Electronics Engineers, p. 305 - 308 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Single-cycle image recognition using an adaptive granularity associative memory network

Muhamad Amin, A. & Khan, A. I., 2008, Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2008). Wobcke, W. & Zhang, M. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 5360. p. 386 - 392 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2007

A survey on detecting black hole attack in AODV-based mobile ad hoc networks

Raja Mahmood, R. A. & Khan, A. I., 1 Dec 2007, 2007 International Symposium on High Capacity Optical Networks and Enabling Technologies, HONET. 4600258

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Energy-efficient pattern recognition approach for wireless sensor networks

Baqer, M. & Khan, A. I., 2007, Proceedings of the 2007 International Conference on Intelligent Sensors, Sensor Networks and Information Processing. Palaniswami, M., Marusic, S. & Law, Y. W. (eds.). Melbourne Vic Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 509 - 514 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

One shot associative memory method for distorted pattern recognition

Khan, A. I. & Muhamad Amin, A., 2007, Proceedings of the 20th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence (AI 2007). Orgun, M. A. & Thornton, J. (eds.). Berlin Germany: Springer-Verlag London Ltd., Vol. 4830. p. 705 - 709 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2006

A pattern recognition scheme for Distributed Denial of Service (DDoS) attacks in wireless sensor networks

Baig, Z. A., Baqer, M. & Khan, A. I., 2006, Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006). Tang, Y. Y., Wang, P., Lorette, G. & Yeung, D. S. (eds.). Los Alamitos USA: IEEE Computer Society, Vol. 3. p. 1050 - 1054 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Interoperable grid agent middleware for scientific instruments and sensors

Russel, A. B. M., Khan, A. I. & Abramson, D., 1 Dec 2006, ACM International Conference Proceeding Series - Proceedings of the 4th International Workshop on Middleware for Grid Computing (MGC'06) held at the ACM/IFIP/USENIX International Middleware Conference. Vol. 194. 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

SGSIA-In-Network data preprocessing for secure grid-sensor integration

Baig, Z. A., Baqer, M. & Khan, A. I., 2006, Proceedings of e-Science 2006: Second IEEE International Conference on e-Science and Grid Computing. Bubak, M. (ed.). Los Alamitos CA USA: IEEE Computer Society, p. 1 - 8 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Towards dynamic data grid framework for eResearch

Russel, ABM. & Khan, A. I., 2006, Proceedings of the 2006 Australasian Symposium on Grid Computing and e-research. Estivill-Castro, V. & Dobbie, G. (eds.). Sydney NSW Australia: Australian Computer Society Inc, Vol. 48. p. 9 - 16 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2005

Algorithm exchange of a security control system for Web services applications

Nasution, B. B., Kendall, E. A. & Khan, A. I., 2005, Proceedings of the Thirty-Eighth Annual Hawaii International Conference on System Sciences. Sprague Jr, R. H. (ed.). Los Alamitos California USA: IEEE Computer Society, p. 1 - 10 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

An agent based approach to discovery and formation of the Serverless Core Network

Yeoh, C. T., Kendall, E. A. & Khan, A. I., 2005, Proceedings of the 2005 13th IEEE International Conference on Networks Jointly held with the 7th IEEE Malaysia International Conference on Communications. Eli, B. M. & al, E. (eds.). Piscataway USA: IEEE Computer Society, Vol. 2. p. 692 - 697 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

CDHT: a Clustered DHT communication scheme for Serverless (P2P) networks

Ye, W., Khan, A. I., Kendall, E. A. & Yeoh, C. T., 2005, Proceedings of the 2005 13th IEEE International Conference on Networks Jointly Held with the 2005 7th IEEE Malaysia International Conference on Communications. Ali, B. M. & al, E. (eds.). Piscataway USA: IEEE Computer Society, Vol. 2. p. 684 - 691 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Dynamic data protocol exchange to handle passive attacks on Trusted Transient Simple Network (TTSN) transactions

Nasution, B. B., Kendall, E. A., Khan, A. I. & Yeoh, C. T., 2005, Proceedings of the 2005 13th IEEE International Conference on Networks Jointly held with the 2005 7th IEEE Malaysia International Conference on Communications. Ali, B. M., Ismail, M. & Mohamad, H. (eds.). Kuala Lumpur Malaysia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 541 - 546 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Implementing a graph neuron array for pattern recognition within unstructured wireless sensor networks

Baqer, M., Khan, A. I. & Baig, Z. A., 2005, Proceedings of the EUC 2005 Workshops: UISW, NCUS, SecUbiq, USN, and Taues (EUC 2005). Enokido, T., Yan, L., Xiao, B., Kim, D., Dai, Y. & Yang, L. T. (eds.). Germany: Springer-Verlag London Ltd., Vol. 3823. p. 208 - 217 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Incorporating Graph Neurons (GNs) to the Trusted Transient Simple Network (TTSN) Security Control System architecture

Nasution, B. B., Khan, A. I. & Kendall, E. A., 2005, Proceedings of the IASTED International Conference on Software Engineering. Kokol, P. (ed.). Anaheim California USA: ACTA Press, p. 13 - 19 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2004

A parallel distributed application of the wireless sensor network

Khan, A. I., Isreb, M. & Spindler, R. C., 2004, Proceedings of the 7th International Conference on High Performance Computing and Grid in Asia Pacific Region. Oyanagi, Y. (ed.). Los Alamitos USA: IEEE Computer Society, p. 81 - 88 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

CDHT: the design of a clustered DHT routing scheme for serverless (P2P) networks

Ye, W., Khan, A. I. & Kendall, E. A., 2004, Proceedings of the 2004 12th IEEE International Conference on Networks. Pung, H-K., Bu-Sung Lee, F., Tham, C-K. & Kuttan, S. (eds.). Piscataway NJ USA: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 351 - 356 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Parallel pattern recognition computations within a wireless sensor network

Khan, A. I. & Mihailescu, P., 2004, Proceedings of the 17th International Conference on Pattern Recognition - ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). Los Alamitos USA: IEEE Computer Society, Vol. 1. p. 777 - 780 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

2003

An autonomous clustering algorithm for serverless peer-to-peer systems

Senaratna, S. N. & Khan, A. I., 2003, Proceedings of the 6th International Conference/Exhibition on High Performance Computing in Asia-Pacific Region. Jenkins, L. & Iyengar, S. S. (eds.). New Delhi India: Tata McGraw-Hill Education Private Limited, Vol. 2. p. 371 - 378 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Contributions of web services-technology for improving resource management of real-time multimedia on the internet

Nasution, B. B., Kendall, E. A., Khan, A. I. & Dospisil, J., 2003, Information Technology and Organizations: Trends, Issues, Challenges and Solutions: Proceedings of the 2003 Information Resources Management Association International Conference. Khosrow-Pour, M. (ed.). Hershey USA: Idea Group Publishing, p. 440 - 443 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Distributed network file storage for a serverleiss (P2P) network

Ye, W., Khan, A. I. & Kendall, E. A., 1 Jan 2003, ICON 2003 - 11th IEEE International Conference on Networks. IEEE Computer Society, p. 343-347 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Distributed network file storage for a serverless (P2P) network

Ye, W., Khan, A. I. & Kendall, E. A., 2003, Proceedings of The 11th IEEE International Conference on Networks. Moreton, N. (ed.). Sydney NSW Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 343 - 347 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Internet Traffic Congestion Modelling and Parallel Distributed Analysis

Isreb, M. & Khan, A. I., 2003, Parallel and Distributed Processing and Aplications. Guo, M. & Yang, L. T. (eds.). Germany: Springer-Verlag London Ltd., p. 145 - 151 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review