Frans Coenen

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 151

Top Venues

Publications

Mohd Suhairi Md Suhaimin, Mohd. Hanafi Ahmad Hijazi, Ervin Gubin Moung, Puteri Nor Ellyza binti Nohuddin, Stephanie Chua, Frans Coenen
Corrigendum to "Social media sentiment analysis and opinion mining in public security: Taxonomy, trend analysis, issues and future directions" [J. King Saud Univ. - Comput. Inform. Sci. 35(9) (2023) 101776]. J. King Saud Univ. Comput. Inf. Sci. 36 (6) (2024)
Kevin Kam Fung Yuen, Jenq-Shiou Leu, Alessio Ishizaka, Hissam Tawfik, Frans Coenen
Editorial for Special Issue on "Expert decision making for data analytics with applications". Appl. Soft Comput. 155 (2024)
Mohd Suhairi Md Suhaimin, Mohd. Hanafi Ahmad Hijazi, Ervin Gubin Moung, Puteri Nor Ellyza binti Nohuddin, Stephanie Chua, Frans Coenen
Social media sentiment analysis and opinion mining in public security: Taxonomy, trend analysis, issues and future directions. J. King Saud Univ. Comput. Inf. Sci. 35 (9) (2023)
Sifan Song, Jinfeng Wang, Fengrui Cheng, Qirui Cao, Yihan Zuo, Yongteng Lei, Ruomai Yang, Chunxiao Yang, Frans Coenen, Jia Meng, Kang Dang, Jionglong Su
A Robust Framework of Chromosome Straightening With Vit-Patch Gan. ISBI (2023)
Abouzar Choubineh, Jie Chen, Frans Coenen, Fei Ma
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling. J. Comput. Inf. Sci. Eng. 23 (1) (2023)
Jingxuan Kang, Tudor Jianu, Baoru Huang, Binod Bhattarai, Ngan Le, Frans Coenen, Anh Nguyen
Translating Simulation Images to X-ray Images via Multi-Scale Semantic Matching. CoRR (2023)
Huafeng Hu, Ruijie Ye, Jeyan Thiyagalingam, Frans Coenen, Jionglong Su
Triple-kernel gated attention-based multiple instance learning with contrastive learning for medical image analysis. Appl. Intell. 53 (17) (2023)
Abouzar Choubineh, Jie Chen, David A. Wood, Frans Coenen, Fei Ma
Deep ensemble learning for high-dimensional subsurface fluid flow modeling. Eng. Appl. Artif. Intell. 126 (2023)
Abouzar Choubineh, Jie Chen, David A. Wood, Frans Coenen, Fei Ma
Fourier Neural Operator for Fluid Flow in Small-Shape 2D Simulated Porous Media Dataset. Algorithms 16 (1) (2023)
Omar Elnaggar, Frans Coenen, Andrew Hopkinson, Lyndon Mason, Paolo Paoletti
Sleep posture one-shot learning framework based on extremity joint kinematics: In-silico and in-vivo case studies. Inf. Fusion 95 (2023)
Omar Elnaggar, Roselina Arelhi, Frans Coenen, Andrew Hopkinson, Lyndon Mason, Paolo Paoletti
KIDS: kinematics-based (in)activity detection and segmentation in a sleep case study. CoRR (2023)
Zitao Song, Yining Wang, Pin Qian, Sifan Song, Frans Coenen, Zhengyong Jiang, Jionglong Su
From deterministic to stochastic: an interpretable stochastic model-free reinforcement learning framework for portfolio optimization. Appl. Intell. 53 (12) (2023)
Nawal Almutairi, Frans Coenen, Keith Dures
PPNNBP: A Third Party Privacy-Preserving Neural Network With Back-Propagation Learning. IEEE Access 11 (2023)
Shuying Hu, Qiufeng Wang, Kaizhu Huang, Min Wen, Frans Coenen
Retrieval-based language model adaptation for handwritten Chinese text recognition. Int. J. Document Anal. Recognit. 26 (2) (2023)
Huafeng Hu, Ruijie Ye, Jeyarajan Thiyagalingam, Frans Coenen, Jionglong Su
CNN-based Classification Framework for Lung Tissues with Auxiliary Information. CoRR (2022)
Omar Elnaggar, Frans Coenen, Andrew Hopkinson, Lyndon Mason, Paolo Paoletti
Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies. CoRR (2022)
Jing Qi, Girvan Burnside, Frans Coenen
Data Augmentation for Pathology Prioritisation: An Improved LSTM-Based Approach. SGAI Conf. (2022)
Sifan Song, Kang Dang, Qinji Yu, Zilong Wang, Frans Coenen, Jionglong Su, Xiaowei Ding
Bilateral-ViT For Robust Fovea Localization. ISBI (2022)
Kai Yao, Zixian Su, Kaizhu Huang, Xi Yang, Jie Sun, Amir Hussain, Frans Coenen
A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation. IEEE J. Biomed. Health Informatics 26 (10) (2022)
Qi Chen, Wei Wang, Kaizhu Huang, Frans Coenen
Zero-Shot Text Classification via Knowledge Graph Embedding for Social Media Data. IEEE Internet Things J. 9 (12) (2022)
Iqra Muhammad, Frans Coenen, Carol Gamble, Anna Kearney, Paula Williamson
Query Resolution of Literature Knowledge Graphs Using Hybrid Document Embeddings. SGAI Conf. (2022)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Two-dimensional Motif Extraction from Images: A Study using an Electrocardiogram. KDIR (2022)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Electrocardiogram Two-Dimensional Motifs: A Study Directed at Cardio Vascular Disease Classification. IC3K (2022)
Sifan Song, Jinfeng Wang, Fengrui Cheng, Qirui Cao, Yihan Zuo, Yongteng Lei, Ruomai Yang, Chunxiao Yang, Frans Coenen, Jia Meng, Kang Dang, Jionglong Su
A Robust Framework of Chromosome Straightening with ViT-Patch GAN. CoRR (2022)
Jing Qi, Girvan Burnside, Frans Coenen
Pathology Data Prioritisation: A Study Using Multi-variate Time Series. DaWaK (2022)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Scanned ECG Arrhythmia Classification Using a Pre-trained Convolutional Neural Network as a Feature Extractor. SGAI Conf. (2022)
Yassir Alharbi, Daniel Arribas-Bel, Frans Coenen
Sustainable Development Goals Monitoring and Forecasting using Time Series Analysis. DeLTA (2021)
Yassir Alharbi, Daniel Arribas-Bel, Frans Coenen
Modelling and Prediction. J. Data Intell. 2 (3) (2021)
Martin Mansfield, Valentina Tamma, Phil Goddard, Frans Coenen
Capturing Expert Knowledge for Building Enterprise SME Knowledge Graphs. K-CAP (2021)
Jing Qi, Girvan Burnside, Frans Coenen
Pathology Data Prioritisation: A Study of Using Multi-variate Time Series Without a Ground Truth. IC3K (2021)
Nawal Almutairi, Frans Coenen, Keith Dures
Secure third-party data clustering using SecureCL, Φ-data and multi-user order preserving encryption. Expert Syst. J. Knowl. Eng. 38 (7) (2021)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification. SGAI Conf. (2021)
Choon Beng Tan, Mohd. Hanafi Ahmad Hijazi, Norazlina Khamis, Puteri Nor Ellyza binti Nohuddin, Zuraini Zainol, Frans Coenen, Abdullah Gani
A survey on presentation attack detection for automatic speaker verification systems: State-of-the-art, taxonomy, issues and future direction. Multim. Tools Appl. 80 (21) (2021)
Sifan Song, Daiyun Huang, Yalun Hu, Chunxiao Yang, Jia Meng, Fei Ma, Frans Coenen, Jiaming Zhang, Jionglong Su
A Novel Application of Image-to-Image Translation: Chromosome Straightening Framework by Learning from a Single Image. CISP-BMEI (2021)
Hang Dong, Wei Wang, Kaizhu Huang, Frans Coenen
Automated Social Text Annotation With Joint Multilabel Attention Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Hanadi Aldosari, Frans Coenen, Gregory Y. H. Lip, Yalin Zheng
Motif Based Feature Vectors: Towards a Homogeneous Data Representation for Cardiovascular Diseases Classification. DaWaK (2021)
Mohammed Alshehri, Frans Coenen, Keith Dures
Motif-based Classification using Enhanced Sub-Sequence-Based Dynamic Time Warping. DATA (2021)
Jing Qi, Girvan Burnside, Paul Charnley, Frans Coenen
Event-based Pathology Data Prioritisation: A Study using Multi-variate Time Series Classification. KDIR (2021)
Daiyun Huang, Bowen Song, Jingjue Wei, Jionglong Su, Frans Coenen, Jia Meng
Weakly supervised learning of RNA modifications from low-resolution epitranscriptome data. Bioinform. 37 (Supplement) (2021)
Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson
Document Ranking for Curated Document Databases Using BERT and Knowledge Graph Embeddings: Introducing GRAB-Rank. DaWaK (2021)
Sifan Song, Kang Dang, Qinji Yu, Zilong Wang, Frans Coenen, Jionglong Su, Xiaowei Ding
Bilateral-ViT for Robust Fovea Localization. CoRR (2021)
Jing Qi, Girvan Burnside, Frans Coenen
Ranking Pathology Data in the Absence of a Ground Truth. SGAI Conf. (2021)
Qi Chen, Wei Wang, Kaizhu Huang, Suparna De, Frans Coenen
Multi-modal generative adversarial networks for traffic event detection in smart cities. Expert Syst. Appl. 177 (2021)
Alexandar Vincent-Paulraj, Girvan Burnside, Frans Coenen, Munir Pirmohamed, Lauren Walker
Sequential Association Rule Mining Revisited: A Study Directed at Relational Pattern Mining for Multi-morbidity. SGAI Conf. (2021)
Yue Wang, Kunqi Chen, Zhen Wei, Frans Coenen, Jionglong Su, Jia Meng
MetaTX: deciphering the distribution of mRNA-related features in the presence of isoform ambiguity, with applications in epitranscriptome analysis. Bioinform. 37 (9) (2021)
Yassir Alharbi, Daniel Arribas-Bel, Frans Coenen
Forecasting the UN Sustainable Development Goals. DeLTA (Selected Papers) (2021)
Angrosh Mandya, James O'Neill, Danushka Bollegala, Frans Coenen
Do not let the history haunt you: Mitigating Compounding Errors in Conversational Question Answering. LREC (2020)
Angrosh Mandya, Danushka Bollegala, Frans Coenen
Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction. COLING (2020)
Robert Bevan, Frans Coenen
Experiments in Non-Personalized Future Blood Glucose Level Prediction. KDH@ECAI (2020)
Ahmad Shahzad, Frans Coenen
Efficient Distributed MST Based Clustering for Recommender Systems. ICDM (Workshops) (2020)
Qi Chen, Wei Wang, Kaizhu Huang, Suparna De, Frans Coenen
Multi-modal Adversarial Training for Crisis-related Data Classification on Social Media. SMARTCOMP (2020)
Hang Dong, Wei Wang, Frans Coenen, Kaizhu Huang
Knowledge base enrichment by relation learning from social tagging data. Inf. Sci. 526 (2020)
Iqra Muhammad, Anna Kearney, Carrol Gamble, Frans Coenen, Paula Williamson
Open Information Extraction for Knowledge Graph Construction. DEXA Workshops (2020)
Qi Chen, Wei Wang, Kaizhu Huang, Suparna De, Frans Coenen
Adversarial Domain Adaptation for Crisis Data Classification on Social Media. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2020)
Nawal Almutairi, Frans Coenen, Keith Dures
A Cryptographic Ensemble for secure third party data analysis: Collaborative data clustering without data owner participation. Data Knowl. Eng. 126 (2020)
Mohammed Alshehri, Frans Coenen, Keith Dures
Candidates Reduction and Enhanced Sub-Sequence-Based Dynamic Time Warping: A Hybrid Approach. SGAI Conf. (2020)
Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson
Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience. SGAI Conf. (2020)
Angrosh Mandya, James O'Neill, Danushka Bollegala, Frans Coenen
Do not let the history haunt you - Mitigating Compounding Errors in Conversational Question Answering. CoRR (2020)
Omar Elnaggar, Frans Coenen, Paolo Paoletti
In-Bed Human Pose Classification Using Sparse Inertial Signals. SGAI Conf. (2020)
Angrosh Mandya, Danushka Bollegala, Frans Coenen
Contextualised Graph Attention for Improved Relation Extraction. CoRR (2020)
Yassir Alharbi, Frans Coenen, Daniel Arribas-Bel
Sustainable Development Goal Relational Modelling: Introducing the SDG-CAP Methodology. DaWaK (2020)
Hajar Al-Hujailan, Frans Coenen
Effective Frequent Motif Discovery for Long Time Series Classification: A Study using Phonocardiogram. KDIR (2019)
Harry Pratt, Frans Coenen, Yalin Zheng
Feature Visualisation of Classification of Diabetic Retinopathy Using a Convolutional Neural Network. KHD@IJCAI (2019)
Hajar Al-Hujailan, Frans Coenen
Motif Discovery in Long Time Series: Classifying Phonocardiograms. SGAI Conf. (2019)
Robert Bevan, Alessandro Torrisi, Danushka Bollegala, Frans Coenen, Katie Atkinson
Extracting Supporting Evidence from Medical Negligence Claim Texts. KHD@IJCAI (2019)
Alessandro Torrisi, Robert Bevan, Katie Atkinson, Danushka Bollegala, Frans Coenen
Automated Bundle Pagination Using Machine Learning. ICAIL (2019)
Nahla Aburawi, Frans Coenen, Alexei Lisitsa
Querying Encrypted Data in Graph Databases. ACRIT (2019)
Yassir Alharbi, Daniel Arribas-Bel, Frans Coenen
Sustainable Development Goal Attainment Prediction: A Hierarchical Framework using Time Series Modelling. KDIR (2019)
Saad Alajlan, Frans Coenen, Boris Konev, Angrosh Mandya
Ontology Learning from Twitter Data. KEOD (2019)
Angrosh Mandya, Danushka Bollegala, Frans Coenen
Evaluating Co-reference Chains Based Conversation History in Conversational Question Answering. PACLING (2019)
Saad Alajlan, Frans Coenen, Angrosh Mandya
From Semi-automated to Automated Methods of Ontology Learning from Twitter Data. IC3K (2019)
Mohammed Alshehri, Frans Coenen, Keith Dures
Sub-Sequence-Based Dynamic Time Warping. KDIR (2019)
Mohammed Alshehri, Frans Coenen, Keith Dures
Effective Sub-Sequence-Based Dynamic Time Warping. SGAI Conf. (2019)
Chun Guan, Kevin Kam Fung Yuen, Frans Coenen
Particle swarm Optimized Density-based Clustering and Classification: Supervised and unsupervised learning approaches. Swarm Evol. Comput. 44 (2019)
Alessandro Torrisi, Robert Bevan, Katie Atkinson, Danushka Bollegala, Frans Coenen
Combining Textual and Visual Information for Typed and Handwritten Text Separation in Legal Documents. JURIX (2019)
Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction. AKBC (2019)
Hang Dong, Wei Wang, Kaizhu Huang, Frans Coenen
Joint Multi-Label Attention Networks for Social Text Annotation. NAACL-HLT (1) (2019)
Zhengyong Jiang, Frans Coenen
Long Short-Term Memory-based Multi-Period Price Prediction for Portfolio Management. MLDM (1) (2019)
Nahla Aburawi, Alexei Lisitsa, Frans Coenen
Querying Encrypted Graph Databases. ICISSP (2018)
Fatimah Binta Abdullahi, Frans Coenen
Multi-dimensional Banded Pattern Mining. PKAW (2018)
Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction. CoRR (2018)
Harry Pratt, Bryan M. Williams, Jae Ku, Charles Vas, Emma McCann, Baidaa Al-Bander, Yitian Zhao, Frans Coenen, Yalin Zheng
Automatic Detection and Distinction of Retinal Vessel Bifurcations and Crossings in Colour Fundus Photography. J. Imaging 4 (1) (2018)
Nawal Almutairi, Frans Coenen, Keith Dures
Secure Third Party Data Clustering Using \varPhi Data: Multi-User Order Preserving Encryption and Super Secure Chain Distance Matrices (Best Technical Paper). SGAI Conf. (2018)
Abdullah Alshehri, Frans Coenen, Danushka Bollegala
Iterative Keystroke Continuous Authentication: A Time Series Based Approach. Künstliche Intell. 32 (4) (2018)
Hang Dong, Wei Wang, Frans Coenen
Learning Relations from Social Tagging Data. PRICAI (1) (2018)
Nawal Almutairi, Frans Coenen, Keith Dures
Data Clustering using Homomorphic Encryption and Secure Chain Distance Matrices. KDIR (2018)
Abdullah Alshehri, Frans Coenen, Danushka Bollegala
Spectral Analysis of Keystroke Streams: Towards Effective Real-time Continuous User Authentication. ICISSP (2018)
Nahla Aburawi, Frans Coenen, Alexei Lisitsa
Traversal-aware Encryption Adjustment for Graph Databases. DATA (2018)
Robert Bevan, Alessandro Torrisi, Katie Atkinson, Danushka Bollegala, Frans Coenen
Efficient and Effective Case Reject-Accept Filtering: A Study Using Machine Learning. JURIX (2018)
Hang Dong, Wei Wang, Frans Coenen
Rules for Inducing Hierarchies from Social Tagging Data. iConference (2018)
Said Al-Riyami, Frans Coenen, Alexei Lisitsa
A Re-evaluation of Intrusion Detection Accuracy: Alternative Evaluation Strategy. CCS (2018)
Hajar Al-Hujailan, Frans Coenen, Jo Dukes-McEwan, Jeyarajan Thiyagalingam
Segmenting Sound Waves to Support Phonocardiogram Analysis: The PCGseg Approach. PRICAI (2018)
Nawal Almutairi, Frans Coenen, Keith Dures
Third Party Data Clustering Over Encrypted Data Without Data Owner Participation: Introducing the Encrypted Distance Matrix. DaWaK (2018)
Xia Cui, Noor Al-Bazzaz, Danushka Bollegala, Frans Coenen
A comparative study of pivot selection strategies for unsupervised cross-domain sentiment classification. Knowl. Eng. Rev. 33 (2018)
Angrosh Mandya, Danushka Bollegala, Frans Coenen, Katie Atkinson
A Dataset for Inter-Sentence Relation Extraction using Distant Supervision. LREC (2018)
Nawal Almutairi, Frans Coenen, Keith Dures
Secure Outsourced kNN Data Classification over Encrypted Data Using Secure Chain Distance Matrices. IC3K (2018)
Mohammed Al-Zeyadi, Frans Coenen, Alexei Lisitsa
User-to-User Recommendation using the Concept of Movement Patterns: A Study using a Dating Social Network. KDIR (2017)
Nawal Almutairi, Frans Coenen, Keith Dures
K-Means Clustering Using Homomorphic Encryption and an Updatable Distance Matrix: Secure Third Party Data Clustering with Limited Data Owner Interaction. DaWaK (2017)
Ayesh Alshukri, Frans Coenen
Mining the information architecture of the WWW using automated website boundary detection. Web Intell. 15 (4) (2017)
Mohammed Al-Zeyadi, Frans Coenen, Alexei Lisitsa
On the mining and usage of Movement Patterns in large traffic networks. BigComp (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Frans Coenen