Frans Coenen

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Weighted Association Rule Mining from Binary and Fuzzy Data

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2008, ICDM.

Behavioural Biometric Continuous User Authentication Using Multivariate Keystroke Streams in the Spectral Domain

Danushka Bollegala, Frans Coenen, Abdullah Alshehri, 2017, IC3K.

Attributes-oriented clothing description and retrieval with multi-task convolutional neural network

Frans Coenen, Bailing Zhang, Yizhang Xia, 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

Road surface traffic sign detection with hybrid region proposal and fast R-CNN

Frans Coenen, Bailing Zhang, Rongqiang Qian, 2016, 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

Formalising optimal feature weight setting in case based diagnosis as linear programming problems

Frans Coenen, Lu Zhang, Paul H. Leng, 2002, Knowl. Based Syst..

Developing an intelligent marine navigation system

Frans Coenen, G. P. Smeaton, 1990 .

Research and Development in Intelligent Systems XXIV: Proceedings of AI-2007, The Twenty-seventh SGAI International Conference on Innovative Techniques ... of Artificial Intelligence v. 24

Frans Coenen, Miltos Petridis, Max Bramer, 2007 .

Best Clustering Configuration Metrics: Towards Multiagent Based Clustering

Frans Coenen, Katie Atkinson, Santhana Chaimontree, 2010, ADMA.

Generating Domain-Specific Sentiment Lexicons for Opinion Mining

Frans Coenen, Davide Grossi, Zaher Salah, 2013, ADMA.

Arguing from experience using multiple groups of agents

Trevor J. M. Bench-Capon, Frans Coenen, Maya Wardeh, 2011, Argument Comput..

Banded Pattern Mining Algorithms in Multi-dimensional Zero-One Data

Frans Coenen, Russell Martin, Fatimah Binta Abdullahi, 2016, Trans. Large Scale Data Knowl. Centered Syst..

Frans Coenen, Yalin Zheng, Yalin Zheng, 2013 .

Setting attribute weights for k-NN based binary classification via quadratic programming

Frans Coenen, Lu Zhang, Paul H. Leng, 2003, Intell. Data Anal..

Validation and Verification of Knowledge Based Systems - Theory, Tools and Practice, Collected papers from EUROVAV '99, 5th European Symposium on Validation and Verification of Knowledge Based Systems,June 9-11, 199, Oslo, Norway

Frans Coenen, Anca I. Vermesan, 1999, EUROVAV.

Frans Coenen, Yalin Zheng, Mohd Hanafi Ahmad Hijazi, 2013, 2013 1st International Conference on Artificial Intelligence, Modelling and Simulation.

Extracting Movement Patterns from Video Data to Drive Multi-Agent Based Simulations

Frans Coenen, Muhammad Tufail, Tintin Mu, 2016, MABS.

A new method for mining Frequent Weighted Itemsets based on WIT-trees

Frans Coenen, Bay Vo, Hoai Bac Le, 2013, Expert Syst. Appl..

An Efficient Algorithm for Mining Erasable Itemsets Using the Difference of NC-Sets

Frans Coenen, Bay Vo, Tuong Le, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

Third Party Data Clustering Over Encrypted Data Without Data Owner Participation: Introducing the Encrypted Distance Matrix

Frans Coenen, Nawal Almutairi, Keith Dures, 2018, DaWaK.

Cluster of tweet users based on optimal set

Frans Coenen, Animesh Dutta, Amit Paul, 2016, 2016 IEEE Region 10 Conference (TENCON).

Partitioning Strategies for Association Rule Mining.

Frans Coenen, Paul H. Leng, 2006 .

Text Classification using Language-independent Pre-processing

Frans Coenen, Robert Sanderson, Paul H. Leng, 2006, SGAI Conf..

Research and Development in Intelligent Systems XVIII

Frans Coenen, Alun Preece, Max Bramer, 2002, Springer London.

Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction pdf

Danushka Bollegala, Frans Coenen, Katie Atkinson, 2019, AKBC.

Multi-attributes gait identification by convolutional neural networks

Frans Coenen, Chao Yan, Bailing Zhang, 2015, 2015 8th International Congress on Image and Signal Processing (CISP).

Visual attribute classification using feature selection and convolutional neural network

Frans Coenen, Bailing Zhang, Yong Yue, 2016, 2016 IEEE 13th International Conference on Signal Processing (ICSP).

Verification, Validation and Integrity in Knowledge and Database Systems: Future Directions

Frans Coenen, Mick J. Ridley, Barry Eaglestone, 1999, EUROVAV.

Scalable distributed collaborative tracking and mapping with Micro Aerial Vehicles

Frans Coenen, Boris Konev, Richard Williams, 2015, 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

A Tesseral Approach to n-Dimensional Spatial Reasoning

Trevor J. M. Bench-Capon, Frans Coenen, Michael J. R. Shave, 1997, DEXA.

Clustering in a Multi-Agent Data Mining Environment

Frans Coenen, Katie Atkinson, Santhana Chaimontree, 2010, ADMI.

Data Clustering using Homomorphic Encryption and Secure Chain Distance Matrices

Frans Coenen, Nawal Almutairi, Keith Dures, 2018, KDIR.

A Statistical Approach to the Detection of HTML Attribute Permutation Steganography

Frans Coenen, Alexei Lisitsa, Iman Sedeeq, 2016, ICISSP.

Keyboard Usage Authentication Using Time Series Analysis

Danushka Bollegala, Frans Coenen, Abdullah Alshehri, 2016, DaWaK.

Retinal Image Classification for the Screening of Age-Related Macular Degeneration

Frans Coenen, Yalin Zheng, Mohd. Hanafi Ahmad Hijazi, 2010, SGAI Conf..

Finding banded patterns in big data using sampling

Frans Coenen, Russell Martin, Fatimah Binta Abdullahi, 2015, 2015 IEEE International Conference on Big Data (Big Data).

Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy

Frans Coenen, Simon P. Harding, Vassiliki Somaraki, 2010, ICDM.

Tree Structures for Mining Association Rules

Frans Coenen, Paul H. Leng, Graham Goulbourne, 2004, Data Mining and Knowledge Discovery.

Detecting Temporal Pattern and Cluster Changes in Social Networks: A Study Focusing UK Cattle Movement Database

Frans Coenen, Puteri N. E. Nohuddin, Rob Christley, 2010, Intelligent Information Processing.

Incremental Web-Site Boundary Detection Using Random Walks

Frans Coenen, Michele Zito, Ayesh Alshukri, 2011, MLDM.

Coordinating Human and Software Agents through Electronic Mail

Trevor J. M. Bench-Capon, Frans Coenen, Michael J. R. Shave, 1997 .

The effect of threshold values on association rule based classification accuracy

Frans Coenen, Paul H. Leng, Frans Coenen, 2007, Data Knowl. Eng..

Multilingual and skew license plate detection based on extremal regions

Frans Coenen, Bailing Zhang, Rongqiang Qian, 2017, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

A Tree Partitioning Method for Memory Management in Association Rule Mining

Frans Coenen, Paul H. Leng, Shakil Ahmed, 2004, DaWaK.

Effective Mining of Weighted Fuzzy Association Rules

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2010 .

Web-Site Boundary Detection

Frans Coenen, Michele Zito, Ayesh Alshukri, 2010, ICDM.

Highly reliable breast cancer diagnosis with cascaded ensemble classifiers

Frans Coenen, Yungang Zhang, Bailing Zhang, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Agent-Enriched Data Mining Using an Extendable Framework

Frans Coenen, Kamal Ali Albashiri, 2009, ADMI.

Attribute Permutation Steganography Detection using Attribute Position Changes Count

Frans Coenen, Alexei Lisitsa, Iman Sedeeq, 2017, ICISSP.

Verification and validation issues in expert and database systems: the expert systems perspective

Frans Coenen, Frans Coenen, 1998, Proceedings Ninth International Workshop on Database and Expert Systems Applications (Cat. No.98EX130).

A Multi-path Strategy for Hierarchical Ensemble Classification

Frans Coenen, Keith Dures, Esra'a Alshdaifat, 2014, MLDM.

A Hybrid LR/DT Classification Approach for Customer Attrition Risk Prediction in Retail Banking

Frans Coenen, Juan Lei, Gang Di, 2012, Industrial Conference on Data Mining - Poster and Industry Proceedings.

Social Network Trend Analysis Using Frequent Pattern Mining and Self Organizing Maps

Frans Coenen, Puteri N. E. Nohuddin, Yogesh Patel, 2010, SGAI Conf..

Proceedings 25th BCS-SGAI AI Conference: Research and Development in Intelligent Systems XXII

Frans Coenen, 2005 .

An inductive rule learning technique for next mining in questionnaires

Frans Coenen, Stephanie Chua, Frans Coenen, 2013 .

An evaluation of approaches to classification rule selection

Frans Coenen, Paul H. Leng, Frans Coenen, 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).

Hybrid DIAAF/RS: Statistical Textual Feature Selection for Language-Independent Text Classification

Fan Li, Frans Coenen, Robert Sanderson, 2010, ICDM.

Volumetric image classification using homogeneous decomposition and dictionary learning: A study using retinal optical coherence tomography for detecting age-related macular degeneration

Frans Coenen, Yalin Zheng, Abdulrahman Albarrak, 2017, Comput. Medical Imaging Graph..

Using Domain Knowledge to Boost Case-Based Diagnosis: An Experimental Study in a Domain with Very Poor Data Quality

Frans Coenen, Paul H. Leng, Lu Zhang, 2003, SGAI Conf..

Rule Learning with Negation for Text Classification

Frans Coenen, Stephanie Chua, 2011, MLDM Posters.

Frequent Set Meta Mining: Towards Multi-Agent Data Mining

Frans Coenen, Robert Sanderson, Paul H. Leng, 2007, SGAI Conf..

Exploring interventions and tools used by REScoops to lower householders’ energy consumption and stimulate investment in RES projects

Frans Coenen, Thomas Hoppe, F. Coenen, 2016 .

Research and Development in Intelligent Systems XXI, Proceedings of AI-2004, the Twenty-fourth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Queens' College, Cambridge, UK, 13-15 December 2004

Frans Coenen, Max Bramer, Anthony Allen, 2005, SGAI Conf..

Data Mining for AMD Screening: A Classification Based Approach

Frans Coenen, Yalin Zheng, Mha Hijazi, 2020 .

nDrites: Enabling Laboratory Resource Multi-agent Systems

Frans Coenen, Terry R. Payne, Katie Atkinson, 2016, EMAS@AAMAS.

Validation, Verification and Integrity in Knowledge and Data Base Systems: Future Directions

Frans Coenen, Barry Eaglestone, Mick Ridley, 1999 .

Research and Development in Intelligent Systems XVII

Frans Coenen, Alun Preece, Max Bramer, 2001, Springer London.

A Generic and Extendible Multi-Agent Data Mining Framework

Frans Coenen, Kamal Ali Albashiri, 2009, HAIS.

Face Occlusion Detection Using Deep Convolutional Neural Networks

Frans Coenen, Bailing Zhang, Yizhang Xia, 2016, Int. J. Pattern Recognit. Artif. Intell..

Research and Development in Intelligent Systems XVI

Frans Coenen, Ann Macintosh, Max Bramer, 2000, Springer London.

A Sliding Windows based Dual Support Framework for Discovering Emerging Trends from Temporal Data

M. Sulaiman Khan, Frans Coenen, David Reid, 2009, SGAI Conf..

Image mining approaches for the screening of age-related macular degeneration

Frans Coenen, Mohd Hanafi Ahmad Hijazi, Yalin Zeng, 2012 .

Finding associations in composite data sets

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2011 .

Statistical Identification of Key Phrases for Text Classification

Frans Coenen, Robert Sanderson, Paul H. Leng, 2007, MLDM.

Applications and innovations in intelligent systems VIII : proceedings of ES2000, the twentieth SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, December, 2000

Frans Coenen, Ann Macintosh, Michael Moulton, 2001 .

Iterative Keystroke Continuous Authentication: A Time Series Based Approach

Danushka Bollegala, Frans Coenen, Abdullah Alshehri, 2018, KI - Künstliche Intelligenz.

Classification of 3D Surface Data Using the Concept of Vertex Unique Labelled Subgraphs

Frans Coenen, Michele Zito, Wen Yu, 2014, 2014 IEEE International Conference on Data Mining Workshop.

Research and Development in Intelligent Systems XXV, Proceedings of AI-2008, the Twenty-eighth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 9-11 December, 2008

Frans Coenen, Miltos Petridis, Max Bramer, 2009, SGAI Conf..

Traffic sign recognition with convolutional neural network based on max pooling positions

Frans Coenen, Bailing Zhang, Rongqiang Qian, 2016, 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).

Trend Mining in Social Networks: A Study Using a Large Cattle Movement Database

Frans Coenen, Puteri N. E. Nohuddin, Rob Christley, 2010, ICDM.

5th European conference on principles of knowledge discovery in databases

Frans Coenen, Frans Coenen, 2002, The Knowledge Engineering Review.

A Framework for Mining Fuzzy Association Rules from Composite Items

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2008, PAKDD Workshops.

Finding "interesting" trends in social networks using frequent pattern mining and self organizing maps

Frans Coenen, Puteri N. E. Nohuddin, Yogesh Patel, 2012, Knowl. Based Syst..

DOI: 10.1017/S000000000000000 Printed in the United Kingdom Data Mining: Past, Present and Future

Frans Coenen, 2022 .

FCNN: Fourier Convolutional Neural Networks

Frans Coenen, Bryan M. Williams, Harry Pratt, 2017, ECML/PKDD.

Text classification using graph mining-based feature extraction

Frans Coenen, Michele Zito, Robert Sanderson, 2010 .

A Dataset for Inter-Sentence Relation Extraction using Distant Supervision

Danushka Bollegala, Frans Coenen, Katie Atkinson, 2018, LREC.

Traversal-aware Encryption Adjustment for Graph Databases

Frans Coenen, Alexei Lisitsa, Nahla Aburawi, 2018, DATA.

The application of social network mining to cattle movement analysis: introducing the predictive trend mining framework

Frans Coenen, Puteri N. E. Nohuddin, Rob Christley, 2016, Social Network Analysis and Mining.

A Hybrid Statistical Data Pre-processing Approach for Language-Independent Text Classification

Frans Coenen, Robert Sanderson, Yanbo J. Wang, 2009, ADMA.

Frequent Pattern Trend Analysis in Social Networks

Frans Coenen, Puteri N. E. Nohuddin, Yogesh Patel, 2010, ADMA.

Improved methods for extracting frequent itemsets from interim-support trees

Wojciech Rytter, Frans Coenen, Aris Pagourtzis, 2009 .

Automated "disease/no disease" grading of age-related macular degeneration by an image mining approach.

Frans Coenen, Yalin Zheng, Mohd Hanafi Ahmad Hijazi, 2012, Investigative ophthalmology & visual science.

A Weighted Utility Framework for Mining Association Rules

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2008, 2008 Second UKSIM European Symposium on Computer Modeling and Simulation.

Threshold Tuning for Improved Classification Association Rule Mining

Frans Coenen, Lu Zhang, Paul H. Leng, 2005, PAKDD.

Spectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication

Danushka Bollegala, Frans Coenen, Abdullah Alshehri, 2018, ICISSP.

Trend mining in social networks: from trend identification to visualization

Frans Coenen, Wataru Sunayama, Puteri N. E. Nohuddin, 2014, Expert Syst. J. Knowl. Eng..

Image Representation for Image Mining: A Study Focusing on Mining Satellite Images for Census Data Collection

Frans Coenen, Kwankamon Dittakan, 2016, IC3K.

Selection of Significant Rules in Classification Association Rule Mining

Frans Coenen, Qin Xin, Yanbo J. Wang, 2005 .

Text Classification using Graph Mining-based Feature Extraction

Frans Coenen, Michele Zito, Robert Sanderson, 2010, SGAI Conf..

Rule Learning with Negation: Issues Regarding Effectiveness

Frans Coenen, Grant Malcolm, Stephanie Chua, 2010, Intelligent Information Processing.

Mining Satellite Images for Census Data Collection: A Study Using the Google Static Maps Service

Frans Coenen, 2016, KDIR.

Secure Third Party Data Clustering Using \varPhi Data: Multi-User Order Preserving Encryption and Super Secure Chain Distance Matrices (Best Technical Paper)

Frans Coenen, Nawal Almutairi, Keith Dures, 2018, SGAI Conf..

Effect of Data Imbalance on Unsupervised Domain Adaptation of Part-of-Speech Tagging and Pivot Selection Strategies

Danushka Bollegala, Frans Coenen, Xia Cui, 2017, LIDTA@PKDD/ECML.

Mining Movement Patterns from Video Data to Inform Multi-agent Based Simulation

Frans Coenen, Muhammad Tufail, Tintin Mu, 2014, ADMI.

Rules for Inducing Hierarchies from Social Tagging Data

Hang Dong, Wei Wang, Frans Coenen, 2018, iConference.

An effective fuzzy health rule mining algorithm.

Frans Coenen, 2007 .

Erratum to: One-class kernel subspace ensemble for medical image classification

Frans Coenen, Yungang Zhang, Bailing Zhang, 2015, EURASIP J. Adv. Signal Process..

Identification and Visualisation of Pattern Migrations in Big Network Data

Frans Coenen, Wataru Sunayama, Puteri N. E. Nohuddin, 2012, PRICAI.

K-Means Clustering Using Homomorphic Encryption and an Updatable Distance Matrix: Secure Third Party Data Clustering with Limited Data Owner Interaction

Frans Coenen, Nawal Almutairi, Keith Dures, 2017, DaWaK.

Tesseral spatio-temporal reasoning for multi-dimensional data

Frans Coenen, Frans Coenen, 2000, Pattern Recognit..

Content-Based Readability Assessment: A Study Using A Syllabic Alphabetic Language (Thai)

Frans Coenen, Thanaruk Theeramunkong, Nattapong Tongtep, 2014, PRICAI.

Visualisation of Trend Pattern Migrations in Social Networks

Frans Coenen, Wataru Sunayama, Puteri N. E. Nohuddin, 2015, IVIC.

Performance of Case-Based Reasoning Retrieval Using Classification Based on Associations versus Jcolibri and FreeCBR: A Further Validation Study

Frans Coenen, David Parsons, Ahmed Aljuboori, 2018 .

Recognizing driver inattention by convolutional neural networks

Frans Coenen, Chao Yan, Bailing Zhang, 2015, 2015 8th International Congress on Image and Signal Processing (CISP).

Classifier-Based Pattern Selection Approach for Relation Instance Extraction

Danushka Bollegala, Frans Coenen, Katie Atkinson, 2017, CICLing.

Fuzzy Weighted Association Rule Mining with Weighted Support and Confidence Framework

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2009, PAKDD Workshops.

Classification of volumetric retinal images using overlapping decomposition and tree analysis

Frans Coenen, Yalin Zheng, Abdulrahman Albarrak, 2013, Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems.

Arguing From Experience Approach to Classifying Noisy Data

Trevor J. M. Bench-Capon, Frans Coenen, Maya Wardeh, 2009 .

Spatial reasoning: improving computational efficiency

Andre Brown, Frans Coenen, 2000 .

Automatic Detection and Identification of Retinal Vessel Junctions in Colour Fundus Photography

Frans Coenen, Bryan M. Williams, Harry Pratt, 2017, MIUA.

Towards The Collection of Census Data From Satellite Imagery Using Data Mining: A Study With Respect to the Ethiopian Hinterland

Frans Coenen, Kwankamon Dittakan, Rob Christley, 2012, SGAI Conf..

Satellite Image Mining for Census Collection: A Comparative Study with Respect to the Ethiopian Hinterland

Frans Coenen, Kwankamon Dittakan, Rob Christley, 2013, MLDM.

Mining Allocating Patterns in Investment Portfolios

Frans Coenen, Xinwei Zheng, Yanbo J. Wang, 2009, Database Technologies: Concepts, Methodologies, Tools, and Applications.

Visualisation of an AI Solution

Andre Brown, Frans Coenen, Michael Knight, 1999, Visual Representations and Interpretations.

Research and Development in Intelligent Systems XXII, Proceedings of AI-2005, the Twenty-fifth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 12-14 December 2005

Frans Coenen, Max Bramer, Tony Allen, 2006, SGAI Conf..

Image Classification for Age-related Macular Degeneration Screening Using Hierarchical Image Decompositions and Graph Mining

Frans Coenen, Yalin Zheng, Chuntao Jiang, 2011, ECML/PKDD.

Information processing in navigation

Frans Coenen, G. P. Smeaton, 1989 .

Multi-dimensional Banded Pattern Mining

Frans Coenen, Fatimah Binta Abdullahi, Frans Coenen, 2018, PKAW.

A Novel Rule Weighting Approach in Classification Association Rule Mining

Frans Coenen, Qin Xin, Yanbo J. Wang, 2007, Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007).

Efficiently Mining Significant Classification Association Rules

Frans Coenen, 2008 .

The PADUA Protocol

Trevor J. M. Bench-Capon, Frans Coenen, 2008 .

Research and development in intelligent systems XVIII : proceedings of ES2001, the twenty-first SGES International Conference on Knowledge Based Systems and Applied Artificial Intelligence, Cambridge, December 2001

Frans Coenen, Alun Preece, Max Bramer, 2002 .

Verification, validation, and integrity issues in expert and database systems: Two perspectives

Frans Coenen, Barry Eaglestone, Mick Ridley, 2001 .

A sliding windows based dual support framework for discovering emerging trends from temporal data

M. Sulaiman Khan, Frans Coenen, David Reid, 2010, Knowl. Based Syst..

Corpus Callosum MR Image Classification

Frans Coenen, Chuntao Jiang, Vanessa Sluming, 2009, SGAI Conf..

The Knowledge Bazaar

Frans Coenen, Brian Craker, 2005, SGAI Conf..

Cascading One-Class Kernel Subspace Ensembles for Reliable Biopsy Image Classification

Frans Coenen, Bailing Zhang, Wenjin Lu, 2014 .

Research and Development in Intelligent Systems XXIII, Proceedings of AI-2006, the Twenty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, 11-13 December, 2006

Frans Coenen, Max Bramer, Andrew Tuson, 2007, SGAI Conf..

EMADS: An Extendible Multi-Agent Data Miner

Frans Coenen, Paul H. Leng, Kamal Ali Albashiri, 2008, SGAI Conf..

Secure Third Party Data Clustering Using Φ Data: Multi-User Order Preserving Encryption and Super Secure Chain Distance Matrices

Frans Coenen, Nawal Almutairi, Keith Dures, 2018 .

Querying Encrypted Graph Databases

Frans Coenen, Alexei Lisitsa, Nahla Aburawi, 2018, ICISSP.

EMADS: An extendible multi-agent data miner

Frans Coenen, Paul H. Leng, Kamal Ali Albashiri, 2009, Knowl. Based Syst..

Web-Site Boundary Detection Using Incremental RandomWalk Clustering

Frans Coenen, Michele Zito, Ayesh Alshukri, 2011, SGAI Conf..

Bias aware lexicon-based Sentiment Analysis of Malay dialect on social media data: A study on the Sabah Language

Rayner Alfred, Frans Coenen, Mohd Hanafi Ahmad Hijazi, 2016, 2016 2nd International Conference on Science in Information Technology (ICSITech).

A binary encoded incidence matrix representation for KBS verification

Frans Coenen, 1994 .

An intelligent process model: predicting springback in single point incremental forming

Clare Dixon, Subhieh El-Salhi, Frans Coenen, 2015 .

Mining Efficiently Significant Classification Association Rules

Frans Coenen, Qin Xin, Yanbo J. Wang, 2008, Data Mining: Foundations and Practice.

Driving posture recognition by a hierarchal classification system with multiple features

Frans Coenen, Chao Yan, Bailing Zhang, 2014, 2014 7th International Congress on Image and Signal Processing.

Driving posture recognition by convolutional neural networks

Frans Coenen, Bailing Zhang, Chao Yan, 2015, 2015 11th International Conference on Natural Computation (ICNC).

Early Detection of Osteoarthritis Using Local Binary Patterns: A Study Directed at Human Joint Imagery

Frans Coenen, Kwankamon Dittakan, Frans Coenen, 2016, PRICAI.

Rulebase Checking Using a Spatial Representation

Frans Coenen, 1998, DEXA.

Mining Allocating Patterns in One-Sum Weighted Items

Frans Coenen, Xinwei Zheng, Yanbo J. Wang, 2008, 2008 IEEE International Conference on Data Mining Workshops.

Agent Based Frequent Set Meta Mining: Introducing EMADS

Frans Coenen, Paul H. Leng, Kamal Ali Albashiri, 2008, IFIP AI.

Population Estimation Mining Using Satellite Imagery

Frans Coenen, Maya Wardeh, Kwankamon Dittakan, 2013, DaWaK.

One-class kernel subspace ensemble for medical image classification

Frans Coenen, Yungang Zhang, Bailing Zhang, 2014, EURASIP Journal on Advances in Signal Processing.

Learning Relations from Social Tagging Data

Hang Dong, Wei Wang, Frans Coenen, 2018, PRICAI.

Data Clustering using Homomorphic Encryption and Secure Chain Distance Matrices.

Frans Coenen, Nawal Almutairi, Keith Dures, 2018 .

A Scalable Algorithm for Banded Pattern Mining in Multi-dimensional Zero-One Data

Frans Coenen, Russell Martin, Fatimah Binta Abdullahi, 2014, DaWaK.

Analysis of Mesenchymal Stem Cell Differentiation in vitro Using Classification Association Rule Mining

Frans Coenen, Weiqi Wang, Yanbo J. Wang, 2009, J. Bioinform. Comput. Biol..

Efficient and Effective Case Reject-Accept Filtering: A Study Using Machine Learning

Danushka Bollegala, Frans Coenen, Katie Atkinson, 2018, JURIX.

A Novel Rule Ordering Approach in Classification Association Rule Mining

Frans Coenen, Qin Xin, Yanbo J. Wang, 2007, MLDM.

Convolutional Neural Networks for Diabetic Retinopathy

Frans Coenen, Harry Pratt, Yalin Zheng, 2016, MIUA.

Face occlusion detection based on multi-task convolution neural network

Frans Coenen, Bailing Zhang, Yizhang Xia, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Particle swarm Optimized Density-based Clustering and Classification: Supervised and unsupervised learning approaches

Chun Guan, Frans Coenen, Kevin Kam Fung Yuen, 2019, Swarm Evol. Comput..

Accurate Continuous and Non-intrusive User Authentication with Multivariate Keystroke Streaming

Danushka Bollegala, Frans Coenen, Abdullah Alshehri, 2017, KDIR.

A Multi-agent Based Approach to Clustering: Harnessing the Power of Agents

Frans Coenen, Katie Atkinson, Santhana Chaimontree, 2011, ADMI.

Spectral Keyboard Streams: Towards Effective and Continuous Authentication

Danushka Bollegala, Frans Coenen, Abdullah Alshehri, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

A survey of frequent subgraph mining algorithms

Frans Coenen, Michele Zito, Chuntao Jiang, 2012, The Knowledge Engineering Review.

Computing Association Rules Using Partial Totals

Frans Coenen, Paul H. Leng, Graham Goulbourne, 2001, PKDD.

Data structure for association rule mining: T-trees and P-trees

Frans Coenen, Paul H. Leng, Shakil Ahmed, 2004, IEEE Transactions on Knowledge and Data Engineering.

Image Classification Using Histograms and Time Series Analysis: A Study of Age-Related Macular Degeneration Screening in Retinal Image Data

Frans Coenen, Yalin Zheng, Mohd. Hanafi Ahmad Hijazi, 2010, ICDM.

Partitioning strategies for distributed association rule mining

Frans Coenen, Paul H. Leng, Frans Coenen, 2006, The Knowledge Engineering Review.

A Dynamic Approach to the Website Boundary Detection Problem Using Random Walks

Frans Coenen, Ayesh Alshukri, 2014, 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT).

Research and Development in Intelligent Systems XX

Frans Coenen, Ann Macintosh, Alun Preece, 2004, Springer London.

A Framework for Brand Reputation Mining and Visualisation

Yang Li, Prudence W. H. Wong, Frans Coenen, 2014, SGAI Conf..

Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography

Frans Coenen, Baidaa Al-Bander, Bryan M. Williams, 2018, J. Imaging.

TSP: Learning Task-Specific Pivots for Unsupervised Domain Adaptation

Danushka Bollegala, Frans Coenen, Xia Cui, 2017, ECML/PKDD.

Identification of Correlations Between 3D Surfaces Using Data Mining Techniques: Predicting Springback in Sheet Metal Forming

Clare Dixon, Subhieh El-Salhi, M. Sulaiman Khan, 2012, SGAI Conf..

The Knowledge Bazaar

Frans Coenen, Brian Craker, 2006, Knowl. Based Syst..

An Architecture For Web-Based Post-Sales Service an a Flexible Manufacturing Environment

Frans Coenen, Weidong Zhang, Paul H. Leng, 2001, I3E.

Trend Mining and Visualisation in Social Networks

Frans Coenen, Wataru Sunayama, Puteri N. E. Nohuddin, 2011, SGAI Conf..

A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification

Frans Coenen, Keith Dures, Esra'a Alshdaifat, 2017, Int. J. Data Warehous. Min..

Dictionary Learning-Based Volumetric Image Classification for the Diagnosis of Age-Related Macular Degeneration

Frans Coenen, Yalin Zheng, Abdulrahman Albarrak, 2014, MLDM.

An Attribute Weight Setting Method for k-NN Based Binary Classification using Quadratic Programming

Frans Coenen, Lu Zhang, Paul H. Leng, 2002, ECAI.

Towards Keystroke Continuous Authentication Using Time Series Analytics

Danushka Bollegala, Frans Coenen, Abdullah Alshehri, 2016, SGAI Conf..

Classification Inductive Rule Learning with Negated Features

Frans Coenen, Grant Malcolm, Stephanie Chua, 2010, ADMA.

Extracting debate graphs from parliamentary transcripts: a study directed at UK house of commons debates

Frans Coenen, Davide Grossi, Zaher Salah, 2013, ICAIL.

A Multiagent Based Framework for the Simulation of Mammalian Behaviour

Frans Coenen, Dariusz R. Kowalski, Emmanuel Agiriga, 2013, SGAI Conf..

Multi-Agent Based Clustering: Towards Generic Multi-Agent Data Mining

Frans Coenen, Katie Atkinson, Santhana Chaimontree, 2010, ICDM.

Finding Banded Patterns in Data: The Banded Pattern Mining Algorithm

Frans Coenen, Russell Martin, Fatimah Binta Abdullahi, 2015, DaWaK.

A Prediction Model Based Approach to Open Space Steganography Detection in HTML Webpages

Frans Coenen, Alexei Lisitsa, Iman Sedeeq, 2017, IWDW.

The EMADS Extendible Multi-Agent Data Mining Framework

Frans Coenen, Kamal Ali Albashiri, 2009, Data Mining and Multi-agent Integration.

Rule-based algorithms for geographic constraints in a marine knowledge-based system

Frans Coenen, Peter Smeaton, 1991, Knowl. Based Syst..

Optimising Association Rule Algorithms Using Itemset Ordering

Frans Coenen, Paul H. Leng, 2002 .

Tree-based partitioning of date for association rule mining

Frans Coenen, Paul H. Leng, Shakil Ahmed, 2006, Knowledge and Information Systems.

SOMA: A Proposed Framework for Trend Mining in Large UK Diabetic Retinopathy Temporal Databases

Frans Coenen, Simon P. Harding, Vassiliki Somaraki, 2010, SGAI Conf..

KD in FM: Knowledge Discovery in Facilities Management Databases

Frans Coenen, Paul H. Leng, Graham Goulbourne, 1998, DEXA.

Data mining techniques for the screening of age-related macular degeneration

Frans Coenen, Yalin Zheng, Mohd. Hanafi Ahmad Hijazi, 2012, Knowl. Based Syst..

On Extraction of Nutritional Patterns (NPS) Using Fuzzy Association Rule Mining

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2008, HEALTHINF.

Document-Base Extraction for Single-Label Text Classification

Frans Coenen, Robert Sanderson, Paul H. Leng, 2008, DaWaK.

A Novel Approach for Identifying Banded Patterns in Zero-One Data Using Column and Row Banding Scores

Frans Coenen, Russell Martin, Fatimah Binta Abdullahi, 2014, MLDM.

The improvement of response modeling: combining rule-induction and case-based reasoning

Geert Wets, Koen Vanhoof, Frans Coenen, 2000 .

Validation and verification of knowledge based systems : theory, tools and practice

Frans Coenen, Anca I. Vermesan, Frans Coenen, 1999 .

A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification

Frans Coenen, Keith Dures, Esra'a Alshdaifat, 2015, SGAI Conf..

Mechanism for Sarcasm Detection and Classification in Malay Social Media

Rayner Alfred, Frans Coenen, Mohd Hanafi Ahmad Hijazi, 2018 .

Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification

Frans Coenen, Keith Dures, Esra'a Alshdaifat, 2013, ADMA.

An association rule-based CLIPS program for interactive prediction of MSC differentiation in vitro

Frans Coenen, Zhanfeng Cui, Weiqi Wang, 2010, 2010 International Conference on Computer Application and System Modeling (ICCASM 2010).

Verification, validation, and integrity issues in expert and database systems: Two perspectives

Frans Coenen, Mick J. Ridley, Barry Eaglestone, 2001, Int. J. Intell. Syst..

Multi Agent Based Simulation Using Movement Patterns Mined from Video Data

Frans Coenen, Muhammad Tufail, Tintin Mu, 2015, SGAI Conf..

Frequent Sub-graph Mining on Edge Weighted Graphs

Frans Coenen, Michele Zito, Chuntao Jiang, 2010, DaWak.

Obtaining best parameter values for accurate classification

Frans Coenen, Paul H. Leng, Frans Coenen, 2005, Fifth IEEE International Conference on Data Mining (ICDM'05).

Validation and Verification of Knowledge Based Systems

Frans Coenen, Anca I. Vermesan, 1999, Springer US.

Data Stream Mining with Limited Validation Opportunity: Towards Instrument Failure Prediction

Frans Coenen, Terry R. Payne, Katie Atkinson, 2015, DaWaK.

Collaborating Low Cost Micro Aerial Vehicles: A Demonstration

Frans Coenen, Boris Konev, Richard Williams, 2015, TAROS.

Feature Representation for Customer Attrition Risk Prediction in Retail Banking

Frans Coenen, Juan Lei, Gang Di, 2013, ICDM.

Traffic sign recognition using visual attribute learning and convolutional neural network

Frans Coenen, Bailing Zhang, Rongqiang Qian, 2016, 2016 International Conference on Machine Learning and Cybernetics (ICMLC).

Research and Development in Intelligent Systems XXIV, Proceedings of AI-2007, the Twenty-seventh SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, Cambridge, UK, December 2007

Frans Coenen, Miltos Petridis, Max Bramer, 2008, SGAI Conf..

Natural language processing based features for sarcasm detection: An investigation using bilingual social media texts

Rayner Alfred, Frans Coenen, Mohd Hanafi Ahmad Hijazi, 2017, 2017 8th International Conference on Information Technology (ICIT).

Region description and comparative analysis using a tesseral representation

Frans Coenen, Apostolos Antonacopoulos, 1999, Proceedings of the Fifth International Conference on Document Analysis and Recognition. ICDAR '99 (Cat. No.PR00318).

Mining Fuzzy Association Rules from Composite Items

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2008, IFIP AI.

Advanced binary encoded matrix representation for rule base verification

Frans Coenen, 1995, Knowl. Based Syst..

Algorithms for computing association rules using a partial-support tree

Frans Coenen, Paul H. Leng, Graham Goulbourne, 2000, Knowl. Based Syst..

Mining frequent itemsets using the N-list and subsume concepts

Tzung-Pei Hong, Frans Coenen, Bay Vo, 2014, Int. J. Mach. Learn. Cybern..

Multi-dimensional tesseral spatial reasoning for noise pollution modelling

Andre Brown, Frans Coenen, Michael J. R. Shave, 1999 .

An empirical comparison of machine learning algorithms for generic image classification

Raphaël Marée, Pierre Geurts, Louis Wehenkel, 2003 .

Maintenance of knowledge-based systems : theory, techniques and tools

Trevor J. M. Bench-Capon, Frans Coenen, 1993 .

T-trees, vertical partitioning and distributed association rule mining

Frans Coenen, Paul H. Leng, Shakil Ahmed, 2003, Third IEEE International Conference on Data Mining.

Agents and Data Mining Interaction

Philip S. Yu, Longbing Cao, Bo, 2013, Lecture Notes in Computer Science.

Finding Associations in Composite Data Sets: The CFARM Algorithm

M. Sulaiman Khan, Maybin K. Muyeba, Frans Coenen, 2011, Int. J. Data Warehous. Min..

A framework for Multi-Agent Based Clustering

Frans Coenen, Katie Atkinson, Santhana Chaimontree, 2011, Autonomous Agents and Multi-Agent Systems.

Video-Based Classification of Driving Behavior Using a Hierarchical Classification System with Multiple Features

Frans Coenen, Bailing Zhang, Xiaosong Yang, 2016, Int. J. Pattern Recognit. Artif. Intell..

Algorithm for finding influential user: Based on user's information diffusion region

Frans Coenen, Biswanath Dutta, Animesh Dutta, 2016, 2016 IEEE Region 10 Conference (TENCON).

Improved methods for extracting frequent itemsets from interim‐support trees

Wojciech Rytter, Frans Coenen, Aris Pagourtzis, 2005, Softw. Pract. Exp..

Research and development in intelligent systems XVI : proceedings of ES99, the nineteenth SGES International Conference on Knowledge-Based Systems and Applied Artificial Intelligence, Cambridge, December 1999

Frans Coenen, Max Bramer, Anne Macintosh, 2000 .

A Hybrid Approach for Mining Frequent Itemsets

Tzung-Pei Hong, Frans Coenen, Bay Vo, 2013, 2013 IEEE International Conference on Systems, Man, and Cybernetics.

Hybrid Rule Ordering in Classification Association Rule Mining

Frans Coenen, Qin Xin, Yanbo J. Wang, 2008, Trans. Mach. Learn. Data Min..

Finding Frequent Subgraphs in Longitudinal Social Network Data Using a Weighted Graph Mining Approach

Frans Coenen, Michele Zito, Chuntao Jiang, 2010, ADMA.

Multi-agent Environment Exploration with AR.Drones

Frans Coenen, Boris Konev, Richard Williams, 2014, TAROS.

Joint Multi-Label Attention Networks for Social Text Annotation

Hang Dong, Kaizhu Huang, Frans Coenen, 2019, NAACL.

Traffic sign detection by template matching based on multi-level chain code histogram

Frans Coenen, Bailing Zhang, Rongqiang Qian, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Graph-based Image Classification by Weighting Scheme

Frans Coenen, Chuntao Jiang, 2008, SGAI Conf..

The Verification and Validation of Rulebases Using a Binary Encoded Incidence Matrix Technique

Frans Coenen, Paul E. Dunne, Frans Coenen, 1997, European Symposium on Validation and Verification of Knowledge Based Systems.

An AI Approach to Noise Prediction

Andre Brown, Frans Coenen, Michael Knight, 1997 .

Driving posture recognition by convolutional neural networks

Frans Coenen, Bailing Zhang, Chao Yan, 2016, IET Comput. Vis..

A Generic Ontology for Spatial Reasoning

Frans Coenen, Pepijn R. S. Visser, 1999 .

Reputation System Aggregation and Ageing Factor Selection using Subjective Opinions Classification

Frans Coenen, abdeglmageed, lisitsa, 2017 .

A Comparative Study of Three Image Representations for Population Estimation Mining Using Remote Sensing Imagery

Frans Coenen, Maya Wardeh, Kwankamon Dittakan, 2013, ADMA.

Finding Association Rules with Some Very Frequent Attributes

Frans Coenen, Paul H. Leng, Frans Coenen, 2002, PKDD.

An Experimental Study of Increasing Diversity for Case-Based Diagnosis

Frans Coenen, Lu Zhang, Paul H. Leng, 2002, ECCBR.

Towards Large-Scale Multi-Agent Based Rodent Simulation: The "Mice In A Box" Scenario

Frans Coenen, Dariusz R. Kowalski, Robert J. Beynon, 2011, SGAI Conf..

Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles

Frans Coenen, Yungang Zhang, Bailing Zhang, 2012, Machine Vision and Applications.

Retinal image classification using a histogram based approach

Frans Coenen, Yalin Zheng, Mohd. Hanafi Ahmad Hijazi, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Frame-Based Semantic Patterns for Relation Extraction

Danushka Bollegala, Frans Coenen, Katie Atkinson, 2017, PACLING.

Hierarchical Single Label Classification: An Alternative Approach

Frans Coenen, Keith Dures, Esra'a Alshdaifat, 2013, SGAI Conf..

Research and Development in Intelligent Systems XXIII: Proceedings of AI-2006, The Twenty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence

Frans Coenen, Max Bramer, Andrew Tuson, 2007 .

Integrating Data Mining and Agent Based Modeling and Simulation

Peter McBurney, Frans Coenen, Yanbo J. Wang, 2009, ICDM.

Multi-Party Argument from Experience

Trevor J. M. Bench-Capon, Frans Coenen, Maya Wardeh, 2009, ArgMAS.

Research and Development in Intelligent Systems XIX

Frans Coenen, Alun Preece, Max Bramer, 2003, Springer London.

The Application of AI Techniques to Deformation in Metal Manufacturing

Frans Coenen, Clare Dixon, Muhammad Khan, 2011 .

Research and Development in Intelligent Systems XXII: Proceedingas of AI-2005, the Twenty-fifth SGAI International Conference on Innovative Techniques ... of Artificial Intelligence (BCS Conference)

Frans Coenen, Max Bramer, Tony Allen, 2006 .

Driving Posture Recognition by Joint Application of Motion History Image and Pyramid Histogram of Oriented Gradients

Frans Coenen, Chao Yan, Bai Ling Zhang, 2013 .

Improved Methods for Extracting Frequent Itemsets from Interim-Support Trees

Wojciech Rytter, Frans Coenen, Aris Pagourtzis, 2005, SGAI Conf..

Motif-based Classification using Enhanced Sub-Sequence-Based Dynamic Time Warping

Frans Coenen, Keith Dures, Mohammed Alshehri, 2021, DATA.

Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification

Frans Coenen, Hanadi Aldosari, Gregory Y. H. Lip, 2021, DaWaK.

Multi-modal generative adversarial networks for traffic event detection in smart cities

Kaizhu Huang, Frans Coenen, Suparna De, 2021, Expert Syst. Appl..

A survey on presentation attack detection for automatic speaker verification systems: State-of-the-art, taxonomy, issues and future direction

Frans Coenen, Abdullah Gani, Zuraini Zainol, 2021, Multimedia Tools and Applications.

Document Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank

Danushka Bollegala, Frans Coenen, Paula Williamson, 2021, DaWaK.

Ranking Pathology Data in the Absence of a Ground Truth

Frans Coenen, Girvan Burnside, Jing Qi, 2021, SGAI Conf..

Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification

Frans Coenen, Hanadi Aldosari, Gregory Y. H. Lip, 2021, SGAI Conf..

Bilateral-ViT for Robust Fovea Localization pdf

Frans Coenen, Kang Dang, Xiaowei Ding, 2021, ArXiv.

Capturing Expert Knowledge for Building Enterprise SME Knowledge Graphs

Frans Coenen, Valentina Tamma, Martin Mansfield, 2021, K-CAP.

Sequential Association Rule Mining Revisited: A Study Directed at Relational Pattern Mining for Multi-morbidity

Frans Coenen, Girvan Burnside, Alexandar Vincent-Paulraj, 2021, SGAI Conf..

Automated Grading of Age-Related Macular Degeneration by an Image Mining Approach

Frans Coenen, Yalin Zheng, Mohd Hanafi Ahmad Hijazi, 2011 .

Reverse Engineering of Web Applications : A Technical Review

Frans Coenen, Russell Martin, Reshma Patel, 2007 .

Classification of MRI Brain Scan Data Using Shape Criteria

Frans Coenen, Vanessa Sluming, Marta Garcia Finana, 2011 .

Segmentation for Medical Image Mining: A Technical Report

Frans Coenen, Vanessa Sluming, Marta García-Fiñana, 2009 .

A SECOND BRUTE FORCE ALGORITHM FOR \BASKET ANALYSIS" (GCL-BF2)

Frans Coenen, 1998 .

Can Domain Knowledge Help Case Based Diagnosis ?

Frans Coenen, Lu Zhang, Paul Leng, 2005 .

A Novel Utility Sentient Approach for Mining Interesting Association Rules

Frans Coenen, Girish Keshav Palshikar, Wei Wang, .

Applications and Innovations in Intelligent Systems X

Frans Coenen, Richard Ellis, 2003, Springer London.

'Association Rule Mining in The Wider Context of Text, Images and Graphs.'

Frans Coenen, Frans Coenen, 2007 .