Richard Freeman’s Research Publications

List of Selected Publications and Presentations

youtubeRichard Freeman, “Serverless Meetup”, Invited Guest Speaker, BEEVA, Madrid, Spain, March 23, 2016 [Abstract] [Interview][Slides]

youtubeRichard Freeman, “JustGiving: Serverless Data Pipelines, Event-Driven ETL, and Stream Processing (BDM303)”, Advanced Big Data Breakout Session, AWS Re:Invent, Las Vegas, USA, November 29 & 30, 2016 [Abstract][Slides]

youtubeRichard Freeman, “Big Data Mini Conference State of the Union (BDM205)”, Invited Guest Speaker at the Big Data Breakout Session, AWS Re:Invent, Las Vegas, USA, November 29, 2016 [Abstract]

Richard Freeman IDEAL2009 PDF Richard Freeman, “Interview October Big Data Hero”, TechUK, London, October 2016 [TechUK Interview Link]

Richard Freeman, “Serverless Cross Account Stream Replication Using AWS Lambda, Amazon DynamoDB, and Amazon Kinesis Firehose”, AWS Summit, London, August 3, 2016 [Link]

Richard Freeman, “Analyze a Time Series in Real Time with AWS Lambda, Amazon Kinesis and Amazon DynamoDB Streams”, AWS Big Data Blog, March 17, 2016 [Link]

Richard Freeman, “Serverless Dynamic Real-Time Dashboard with AWS DynamoDB, S3 and Cognito”, Medium Blog, February 26, 2016 [Link]

Richard Freeman, “Real Time Web Analytics with AWS Kinesis, DynamoDB and Redshift”, Technical Track 5: DynamoDB Deep Dive, presented at the AWS Summit, London, April 15, 2015

Richard Freeman, “Detecting insider dealing using complex event processing” Capgemini thought leadership technical white paper, 2010 [Abstract]

Richard Freeman IDEAL2009 PDF Richard Freeman, “Web Feed Clustering and Tagging Aggregator Using Topological Tree-Based Self-Organizing Maps” in Proceedings of the Tenth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL’09), Lecture Notes in Computer Science (LNCS 5788), Springer, 23-26 September, 2009, pp. 368-375 [Abstract][PDF]

Richard Freeman, “Enterprise Search Trends” Capgemini white paper overview, April 2008 [Abstract]

Richard Freeman, “Topological Tree Clustering of Social Network Search Results” in Proceedings of the Eight International Conference on Intelligent Data Engineering and Automated Learning (IDEAL’07), Lecture Notes in Computer Science (LNCS 4481), Springer, 16-19 December, 2007, pp. 760-769 [Abstract]

Richard T. Freeman, “Topological Tree Clustering of Web Search Results” in Proceedings of the Seventh International Conference on Intelligent Data Engineering and Automated Learning (IDEAL’06), Lecture Notes in Computer Science (LNCS 4224), Springer, 20-23 September, 2006, pp. 789-797 [Abstract]

Richard Freeman IDEAL2006 PDF R Freeman and H Yin, “Web Content Management by Self-Organisation,” IEEE Transactions on Neural Networks, Special Issue on Adaptive Learning Systems in Communication Networks, Vol. 16(5), pp. 1256-1268, 2005 [Abstract] [PDF].

Richard Freeman and H Yin, “Tree view self-organisation of web content,” Neurocomputing, Vol. 63, pp. 415-446, 2005 [Abstract].

Richard T. Freeman, “Web Document Search, Organisation and Exploration Using Self-Organising Neural Networks”, PhD Thesis, School of Electrical & Electronic Engineering, Faculty of Engineering and Physical Sciences, University of Manchester, 2004 [Abstract].

Richard Freeman and Hujun Yin, “Topological Tree for Web Organisation, Discovery and Exploration” in Proceedings of the Fifth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL’04), Lecture Notes in Computer Science (LNCS 3177), Springer, 25-27 August, 2004, pp. 478-484. [Abstract].

 Richard Freeman IDEAL2006 PDFRichard T. Freeman and Hujun Yin, “Adaptive Topological Tree Structure for Document Organisation and Visualisation”, Neural Networks, 17(8-9):1255-1271, 2004 [Abstract] [PDF].

H Yin, N M Allinson, R Freeman, J Keane, and S Hubbard (Eds.), Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science (LNCS 2412), Springer: Berlin, 2002. [Amazon]

Richard Freeman and Hujun Yin, “Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information”, in Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning (IDEAL’02), Lecture Notes in Computer Science (LNCS 2412), Springer-Verlag, 12-14 August, 2002, pp. 123-128. [Abstract]

Richard Freeman IJCNN02 Richard Freeman PDF Richard Freeman, Hujun Yin and Nigel M. Allinson, “Self-Organising Maps for Tree View Based Hierarchical Document Clustering”, in Proceedings of the International Joint Conference on Neural Networks (IJCNN’02) part of the IEEE 2002 World Congress on Computational Intelligence (WCCI 2002), Honolulu, Hawaii, 12-17 May, 2002. vol. 2, pp. 1906-1911. [Abstract][PDF]

Richard Freeman and Hujun Yin, “Automated Document Organisation Using Self-Organising Maps” at EPSRC PREP 2002, Nottingham University, UK, 17-19 April 2002.

Richard Freeman, “Self-Organising Maps for automated hierarchical clustering and labelling of Web documents”, MPhil dissertation, University of Manchester, 2001