Intelligent Systems Laboratory

Research output

Research output per year 1992 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2022 2024 2025

• 468 Conference Contribution (Conference Proceeding)
• 439 Article (Academic Journal)
• 52 Conference Paper
• 25 Chapter in a book
• 102 More
  • 21 Working paper
  • 13 Other Conference Contribution
  • 8 Editorial (Academic Journal)
  • 8 Patent
  • 6 Commissioned report
  • 6 Preprint
  • 4 Edited book
  • 4 Conference Abstract
  • 4 Other contribution
  • 3 Authored book
  • 3 Other report
  • 3 Entry for encyclopedia/dictionary
  • 3 Conference Poster
  • 3 Special issue (Academic Journal)
  • 3 Review article (Academic Journal)
  • 3 Web publication/site
  • 2 Comment/debate (Academic Journal)
  • 2 Letter (Academic Journal)
  • 2 PhD thesis (not Bristol)
  • 1 Software

Research output per year

Research output per year

Search results

• 2024

  Intrusion Detection at the IoT Edge Using Federated Learning

  Pope, J., Spyridopoulos, T., Kumar, V., Raimondo, F., Gunner, S. D., Oikonomou, G., Pasquier, T., McConville, R., Carnelli, P., Sanchez-Mompo, A., Mavrommatis, I. & Khan, A., 29 Oct 2024, Security and Privacy in Smart Environments. Pitropakis, N. & Katsikas, S. (eds.). Springer Nature Switzerland, Vol. 14800. p. 98-119 22 p. (Lecture Notes in Computer Science; vol. 14800).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Intrusion Detection 100%
  • Federated Learning 100%
  • Internet-Of-Things 100%
  • Anomaly Detection 50%
  • Performance Evaluation 25%
• 2023

  Simply Logical – The First Three Decades

  Flach, P., Sokol, K. & Wielemaker, J., 17 Jun 2023, Prolog: The Next 50 Years. p. 184-193 Chapter 15. (Prolog: The Next 50 Years; vol. 13900).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
  4 Citations (Scopus)
• 2022

  Label a Herd in Minutes: Individual Holstein-Friesian Cattle Identification

  Gao, J., Burghardt, T. & Campbell, N. W., 13 Apr 2022, (Accepted/In press) 21st International Conference on Image Analysis and Processing Workshop (ICIAPW) on Learning in Precision Livestock Farming (LPLF). (Lecture Notes in Computer Science ).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Cluster Analysis 100%
  • Herd 100%
  • Bovine 100%
  • Holstein-Friesian Cattle 100%
  • Holstein 100%
• 2021

  Time Matters: Exploring the Effects of Urgency and Reaction Speed in Automated Traders

  Hanifan, H., Watson, B., Cartlidge, J. P. & Cliff, D. T., 14 Mar 2021, Agents and Artificial Intelligence - 12th International Conference, ICAART 2020, Revised Selected Papers. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Springer, Vol. 12613. p. 149-170 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12613 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  Open Access

  • Adaptive Algorithm 100%
  • Trading System 100%
  • Access Information 100%
  • Double Auction 100%
  • Financial Market 100%
• 2018

  From Case Law to Ratio Decidendi

  Valvoda, J. & Ray, O., 2018, Lecture Notes in Artificial Intelligence: New Frontiers in Artificial Intelligence. Arai, S., Kojima, K., Mineshima, K., Bekki, D., Satoh, K. & Ohta, Y. (eds.). Springer, Vol. 10838. p. 20-34

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Annotation 100%
  • Natural Language Processing 100%
  • Automatic Detection 100%
  • Machine Learning 100%
  • Learning System 100%
  1 Citation (Scopus)

• Modelling complex financial markets using real-time human-agent trading experiments

  Cartlidge, J. & Cliff, D., 21 Nov 2018, Complex Systems Modeling and Simulation in Economics and Finance. Chen, S.-H., Kao, Y.-F., Venkatachalam, R. & Du, Y.-R. (eds.). Springer International Publishing AG, p. 35-69 34 p. (Springer Proceedings in Complexity).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  Open Access

  File

  • Realism 100%
  • Trading System 100%
  • Computational Economics 100%
  • Design Experiment 100%
  • Experimental Result 100%
  7 Citations (Scopus)

  317 Downloads (Pure)
• 2017

  Robotics, Smart Materials, and Their Future Impact for Humans

  Rossiter, J. M., 10 Jan 2017, The Next Step: Exponential Life. Martinez Deano, N. (ed.). Spain: BBVA, 20 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  Open Access

  File

  • Robot 100%
  • Intelligent Material 100%
  • Unique Property 20%
  4065 Downloads (Pure)

• SPHERE: A sensor platform for healthcare in a residential environment

  Woznowski, P. R., Burrows, A., Diethe, T., Fafoutis, X., Hall, J., Hannuna, S., Camplani, M., Twomey, N., Kozlowski, M., Tan, B., Zhu, N., Elsts, A., Vafeas, A., Paiement, A., Tao, L., Mirmehdi, M., Burghardt, T., Damen, D., Flach, P. & Piechocki, R. & 2 others, Craddock, I. & Oikonomou, G., 2017, Designing, Developing, and Facilitating Smart Cities: Urban Design to IoT Solutions. Angelakis, V., Tragos, E., Pöhls, H. C., Kapovits, A. & Bassi, A. (eds.). Springer, p. 315-333 19 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Residential Environment 100%
  • Smart City 100%
  • Smart Home 100%
  • Service Delivery 50%
  • User Engagement 50%
  62 Citations (Scopus)
• 2014

  Sequential Clustering for Event Sequences and Its Impact on Next Process Step Prediction: Information Processing and Management of Uncertainty in Knowledge-Based Systems

  Le, M., Nauck, D., Gabrys, B. & Martin, T., 2014, Information Processing and Management of Uncertainty in Knowledge-Based Systems. Laurent, A., Strauss, O., Bouchon-Meunier, B. & Yager, R. (eds.). Springer International Publishing AG, Vol. 442. p. 168-178 11 p. (Communications in Computer and Information Science).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
  12 Citations (Scopus)
• 2013

  Automatic Annotation of a Dynamic Corpus by Label Propagation

  Lansdall-Welfare, T., Flaounas, I. & Cristianini, N., 2013, Mathematical Methodologies in Pattern Recognition and Machine Learning. Springer Berlin Heidelberg, p. 19-32

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
• 2012

  Bisociation Discovery in Business Process Models

  Martin, T. P. & He, H., 2012, Bisociative Knowledge Discovery: Lecture Notes in Computer Science 7250. Berthold, M. (ed.). Springer, p. 263-287 25 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
  2 Citations (Scopus)

• On Fuzziness

  Martin, T. P., 2012, On Fuzziness. Seising, R., Trillas, E., Moraga, C. & Termini, S. (eds.). Springer, p. 79-86 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
• 2011

  Generalization vs. Discrimination in Learning

  Kovacs, T. & Andy, W., 2011, Encyclopedia of the Sciences of Learning. Seel, N. M. (ed.). Springer Publishing Company

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

• Representation, Simulation and Hypothesis Generation in Graph and Logical Models of Biological Networks

  Whelan, K., Ray, O. & King, R., 2011, Yeast Systems Biology: Methods and Protocols (Methods in Molecular Biology). Castrillo, J. I. & Oliver, S. G. (eds.). Humana Press, Vol. 759.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book
  6 Citations (Scopus)
• 2010

  A Random Set and Prototype Theory Model of Linguistic Query Evaluation

  Lawry, J. & Yongchuan, T., 2010, Scalable Fuzzy Algorithms for Data Management and Analysis. Lesot, A. L. A.M.-J. (ed.). IGI Global, p. 159 - 169 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Quantified Statement 100%
  • Semantic Label 100%
  • Constraint Set 100%
  • Set Theory 100%

• First-Order Logic

  Flach, P. A., 2010, Encyclopedia of Machine Learning. Springer

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

• Genetics-based machine learning

  Kovacs, T., 2010, Handbook of Natural Computing: Theory, Experiments, and Applications. Rozenberg, G., B¨ack, T. & Kok, J. (eds.). Springer Verlag

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

• Information Cell Mixture Models: The Cognitive Representation of Vague Concepts

  Yongchuan, T. & Lawry, J., Apr 2010, Integrated Uncertainty Management and Applications. Springer Berlin Heidelberg, p. 371 - 381 10 p. (Advances in Intelligent and Soft Computing; vol. 68).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Named Structure 100%
  • Neighborhood Function 100%
  • Potential Application 100%
  • Density Function 100%
  • Distance Function 100%

• Linguistic Decision Trees for Fusing Tidal Surge Forecasting Models

  Lawry, J. & He, H., Sept 2010, Combining Soft Computing and Statistical Methods in Data Analysis. Springer Berlin Heidelberg, p. 403 - 410 7 p. ( Advances in Intelligent and Soft Computing; vol. 77).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Decision Trees 100%
  • Mean Value 100%
  • Learning Algorithm 100%
  • United Kingdom 100%
  • Input Attribute 50%
  3 Citations (Scopus)

• Unsupervised Word Decomposition with the Promodes Algorithm

  Spiegler, S., Golenia, B. & Flach, P., 2010, Multilingual Information Access Evaluation, Lecture Notes in Computer Science. Springer Verlag, Vol. I.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Boundary Segment 100%
  • Parameter Estimation 100%
  • maximum-likelihood 100%
  • segmentation algorithm 100%
  • Generative Model 100%
  6 Citations (Scopus)
• 2009

  Class Prediction from Disparate Biological Data Sources using an Iterative Multi-kernel Algorithm

  Yiming, Y., Theodoros, D., Campbell, I. & Mark, G., 2009, Lecture Notes in Bioinformatics. Springer, Vol. 5780. p. 427 - 438 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Data Source 100%
  • Class Prediction 100%
  • Multiple Kernel Learning 100%
  • Supervised Learning 33%
  • Regularization Term 33%
  8 Citations (Scopus)

• Fuzzy Association Rules to Summarise Multiple Taxonomies in Large Databases

  Martin, T. & Shen, Y., 2009, Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design. Laurent, A. & Lesot, M.-J. (eds.). IGI Global, p. 273 - 301 28 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  8 Citations (Scopus)

• Optimal decision-making theories

  Bogacz, R., Dreher, J.-C. & Tremblay, L., 2009, Handbook of Reward and Decision Making. Academic Press

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Decision-Making 100%
  • Basal Ganglia 100%
  16 Citations (Scopus)
• 2008

  Granular Association Rules for Multiple Taxonomies: A Mass Assignment Approach

  Martin, T., B., A. & Shen, Y., 2008, Uncertain Reasoning in the Semantic Web. Nickles, M. (ed.). Springer

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book

  • Association Rules 100%
  • Fuzzy Set 100%
  • Fuzzy Category 50%
  • Film 50%
  • Semantic Web 25%
  5 Citations (Scopus)

• Soft Mapping between Hierarchical Classifications

  Martin, T. & Shen, Y., 2008, Uncertainty and Intelligent Information Systems. Bouchon-Meunier, B., Marsala, C., Rifqi, M. & Yager, R. R. (eds.). World Scientific Publishing Co., p. 155 - 165 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter in a book