Hierarchical Classification for Solving Multi-class Problems: A New Approach Using Naive Bayesian Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (ADMA (1), 2013)

Hierarchical Single Label Classification: An Alternative Approach. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (SGAI Conf., 2013)

A Multi-path Strategy for Hierarchical Ensemble Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (MLDM, 2014)

A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (SGAI Conf., 2015)

K-Means Clustering Using Homomorphic Encryption and an Updatable Distance Matrix: Secure Third Party Data Clustering with Limited Data Owner Interaction. - Nawal Almutairi; Frans Coenen; Keith Dures (DaWaK, 2017)

A Directed Acyclic Graph (DAG) Ensemble Classification Model: An Alternative Architecture for Hierarchical Classification. - Esra'a Alshdaifat; Frans Coenen; Keith Dures (Int. J. Data Warehous. Min., 2017)

Third Party Data Clustering Over Encrypted Data Without Data Owner Participation: Introducing the Encrypted Distance Matrix. - Nawal Almutairi; Frans Coenen; Keith Dures (DaWaK, 2018)

Data Clustering using Homomorphic Encryption and Secure Chain Distance Matrices. - Nawal Almutairi; Frans Coenen; Keith Dures (KDIR, 2018)

Secure Outsourced kNN Data Classification over Encrypted Data Using Secure Chain Distance Matrices. - Nawal Almutairi; Frans Coenen; Keith Dures (IC3K, 2018)

Secure Third Party Data Clustering Using varPhi Data: Multi-User Order Preserving Encryption and Super Secure Chain Distance Matrices (Best Technical Paper). - Nawal Almutairi; Frans Coenen; Keith Dures (SGAI Conf., 2018)

Sub-Sequence-Based Dynamic Time Warping. - Mohammed Alshehri; Frans Coenen; Keith Dures (KDIR, 2019)

Effective Sub-Sequence-Based Dynamic Time Warping. - Mohammed Alshehri; Frans Coenen; Keith Dures (SGAI Conf., 2019)

Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach. - Mohammed Alshehri; Frans Coenen; Keith Dures (SGAI Conf., 2020)

A Cryptographic Ensemble for secure third party data analysis: Collaborative data clustering without data owner participation. - Nawal Almutairi; Frans Coenen; Keith Dures (Data Knowl. Eng., 2020)

Motif-based Classification using Enhanced Sub-Sequence-Based Dynamic Time Warping. - Mohammed Alshehri; Frans Coenen; Keith Dures (DATA, 2021)

Secure third-party data clustering using SecureCL, Φ-data and multi-user order preserving encryption. - Nawal Almutairi; Frans Coenen; Keith Dures (Expert Syst. J. Knowl. Eng., 2021)

PPNNBP: A Third Party Privacy-Preserving Neural Network With Back-Propagation Learning. - Nawal Almutairi; Frans Coenen; Keith Dures (IEEE Access, 2023)