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    Journal: Data Intell.

    Volume 4, Issue 4

    671 -- 672Mirjam van Reisen, Barend Mons. Introduction to the Special Issue: Data Intelligence on Patient Health Records
    673 -- 697Mirjam van Reisen, Francisca Oladipo, Mouhamad Mpezamihigo, Ruduan Plug, Mariam Basajja, Aliya Aktau, Putu Hadi Purnama Jati, Reginald Nalugala, Sakinat Folorunso, Samson Yohannes Amare, Ibrahim Abdulahi, Oluwole Olumuyiwa Afolabi, Ezra Mwesigwa, Getu Tadele Taye, Abdulahi Kawu, Mariem Ghardallou, Yan Liang, Obinna Osigwe, Araya Abrha Medhanyie, Munyaradzi Mawere. Incomplete COVID-19 Data: The Curation of Medical Health Data by the Virus Outbreak Data Network-Africa
    698 -- 723Ruduan Plug, Yan Liang, Aliya Aktau, Mariam Basajja, Francisca Oladipo, Mirjam van Reisen. Terminology for a FAIR Framework for the Virus Outbreak Data Network-Africa
    724 -- 746Misha Stocker, Mia Stokmans, Mirjam van Reisen. Agenda Setting on FAIR Guidelines in the European Union and the Role of Expert Committees
    747 -- 770Yi Lin, Putu Hadi Purnama Jati, Aliya Aktau, Mariem Ghardallou, Sara Nodehi, Mirjam van Reisen. Implementation of FAIR Guidelines in Selected Non-Western Geographies
    771 -- 797Mariam Basajja, Mirjam van Reisen, Francisca Oladipo. FAIR Equivalency with Regulatory Framework for Digital Health in Uganda
    798 -- 812Putu Hadi Purnama Jati. FAIR Equivalency in Indonesia's Digital Health Framework
    813 -- 826Getu Tadele Taye, Samson Yohannes Amare, Teferi Gebru Gebremeskel, Araya Abrha Medhanyie, Wondimu Ayele, Tigist Habtamu, Mirjam van Reisen. FAIR Equivalency with Regulatory Framework for Digital Health in Ethiopia
    827 -- 838Kudakwashe Chindoza. Regulatory Framework for eHealth Data Policies in Zimbabwe: Measuring FAIR Equivalency
    839 -- 851Abdullahi Abubakar Kawu, Elijah Joseph, Ibrahim Abdullahi, Jamilu Yahaya Maipanuku, Sakinat O. Folorunso, Mariam Basajja, Francisca Oladipo, Hauwa Limanko Ibrahim. FAIR Guidelines and Data Regulatory Framework for Digital Health in Nigeria
    852 -- 866Ester Thea Inau, Reginald Nalugala, William Muhadi Nandwa, Fredrick Obwanda, Antony Wachira, Antonio Cartaxo. FAIR Equivalency, Regulatory Framework and Adoption Potential of FAIR Guidelines in Health in Kenya
    867 -- 881Putu Hadi Purnama Jati, Yi Lin, Sara Nodehi, Dwy Bagus Cahyono, Mirjam van Reisen. FAIR Versus Open Data: A Comparison of Objectives and Principles
    882 -- 898Mariam Basajja, Mutwalibi Nambobi. Information Streams in Health Facilities: The Case of Uganda
    899 -- 916Mariam Basajja, Mutwalibi Nambobi, Katy Wolstencroft. Possibility of Enhancing Digital Health Interoperability in Uganda through FAIR Data
    917 -- 937Mariam Basajja, Marek Suchánek, Getu Tadele Taye, Samson Yohannes Amare, Mutwalibi Nambobi, Sakinat O. Folorunso, Ruduan Plug, Francisca Oladipo, Mirjam van Reisen. Proof of Concept and Horizons on Deployment of FAIR Data Points in the COVID-19 Pandemic
    938 -- 954Putu Hadi Purnama Jati, Mirjam van Reisen, Erik Flikkenschild, Fransisca Oladipo, Bert Meerman, Ruduan Plug, Sara Nodehi. Data Access, Control, and Privacy Protection in the VODAN-Africa Architecture
    955 -- 970Mariem Ghardallou, Morgane Wirtz, Sakinat Oluwabukonla Folorunso, Zohra Touati, Ezekiel Adebayo Ogundepo, Klara Smits, Ali Mtiraoui, Mirjam van Reisen. Expanding Non-Patient COVID-19 Data: Towards the FAIRification of Migrants' Data in Tunisia, Libya and Niger
    971 -- 990Sakinat Oluwabukonla Folorunso, Ezekiel Adebayo Ogundepo, Mariam Basajja, Joseph Bamidele Awotunde, Abdullahi Kawu, Francisca Oladipo, Abdullahi Ibrahim. FAIR Machine Learning Model Pipeline Implementation of COVID-19 Data
    991 -- 1012Francisca Oladipo, Sakinat Oluwabukonla Folorunso, Ezekiel Adebayo Ogundepo, Obinna Osigwe, Akinyinka Akindele. Curriculum Development for FAIR Data Stewardship
    1013 -- 1032Akinyinka Tosin Akindele, Oladiran T. Arulogun, Getu Tadele Taye, Samson Yohannes Amare, Mirjam van Reisen, Kibrom Fekadu Berhe, Balyejusa Gusite. The Impact of COVID-19 and FAIR Data Innovation on Distance Education in Africa

    Volume 4, Issue 3

    471 -- 492Huifang Du, Zhongwen Le, Haofen Wang, Yunwen Chen, Jing Yu. COKG-QA: Multi-hop Question Answering over COVID-19 Knowledge Graphs
    493 -- 508Qiushuo Zheng, Hao Wen, Meng Wang 0009, Guilin Qi, Chaoyu Bai. Faster Zero-shot Multi-modal Entity Linking via Visual-Linguistic Representation
    509 -- 528Zixin Zeng, Bolin Hua. Uncovering Topics of Public Cultural Activities: Evidence from China
    529 -- 551Qiang Lin, Yongbin Liu, Wen Wen, Zhihua Tao, Chunping Ouyang, Yaping Wan. Ensemble Making Few-Shot Learning Stronger
    552 -- 572Yuanyuan Zhang, Yu Chen, Shengkang Yu, Xiaoqin Gu, Mengqiong Song, Yu Peng, Jianxia Chen, Qi Liu. Bi-GRU Relation Extraction Model Based on Keywords Attention
    573 -- 598Danyang Hu, Meng Wang, Feng Gao 0003, Fangfang Xu, Jinguang Gu. Knowledge Representation and Reasoning for Complex Time Expression in Clinical Text
    599 -- 619Lei Li 0002, Xun Du, Zan Zhang, Zhenchao Tao. Fuzzy-Constrained Graph Pattern Matching in Medical Knowledge Graphs
    620 -- 652Boran Sekeroglu, Yoney Kirsal-Ever, Kamil Dimililer, Fadi M. Al-Turjman. Comparative Evaluation and Comprehensive Analysis of Machine Learning Models for Regression Problems
    653 -- 670Philip Sahr Amara, Marisa Conte, Allen J. Flynn, Jodyn Platt, Grace Trinidad. Analysis of Pioneering Computable Biomedical Knowledge Repositories and their Emerging Governance Structures

    Volume 4, Issue 2

    149 -- 154Peter Wittenburg, Alex R. Hardisty, Amirpasha Mozzafari, Limor Peer, Nikolay A. Skvortsov, Alessandro Spinuso, Zhiming Zhao. Editors' Note: Special Issue on Canonical Workflow Frameworks for Research
    155 -- 172Dirk Betz, Claudia Biniossek, Christophe Blanchi, Felix Henninger, Thomas Lauer, Philipp Wieder, Peter Wittenburg, Martin Zünkeler. Canonical Workflow for Experimental Research
    173 -- 185Christophe Blanchi, Binyam Gebrekidan Gebre, Peter Wittenburg. Canonical Workflow for Machine Learning Tasks
    186 -- 195Vivek Navale, Matthew J. McAuliffe. The Integration of a Canonical Workflow Framework with an Informatics System for Disease Area Research
    196 -- 211Christian Ohmann, Romain David 0001, Mónica Cano Abadia, Florence Bietrix, Jan-Willem Boiten, Steve Canham, Maria Luisa Chiusano, Walter Dastrù, Arnaud Laroquette, Dario Longo, Michaela Theresia Mayrhofer, Maria Panagiotopoulou, Audrey Richard, Pablo Emilio Verde. Pilot Study on the Intercalibration of a Categorisation System for FAIRer Digital Objects Related to Sensitive Data in the Life Sciences
    212 -- 225Ivonne Anders, Karsten Peters-von Gehlen, Hannes Thiemann. Canonical Workflows in Simulation-based Climate Sciences
    226 -- 242Alessandro Spinuso, Malcolm P. Atkinson 0001, Federica Magnoni. S-ProvFlow. Storing and Exploring Lineage Data as a Service
    243 -- 258Alessandro Spinuso, Mats Veldhuizen, Daniele Bailo, Valerio Vinciarelli, Tor Langeland. SWIRRL. Managing Provenance-aware and Reproducible Workspaces
    259 -- 270Sabine Schröder, Eleonora Epp, Amirpasha Mozaffari, Mathilde Romberg, Niklas Selke, Martin G. Schultz. Enabling Canonical Analysis Workflows Documented Data Harmonization on Global Air Quality Data
    271 -- 285Amirpasha Mozaffari, Michael Langguth, Bing Gong, Jessica Ahring, Adrian Rojas Campos, Pascal Nieters, Otoniel José Campos Escobar, Martin Wittenbrink, Peter Baumann 0001, Martin G. Schultz. HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
    286 -- 305Peter Wittenburg, Alex R. Hardisty, Yann Le Franc, Amirpasha Mozaffari, Limor Peer, Nikolay A. Skvortsov, Zhiming Zhao, Alessandro Spinuso. Canonical Workflows to Make Data FAIR
    306 -- 319Limor Peer, Claudia Biniossek, Dirk Betz, Thu-Mai Christian. Reproducible Research Publication Workflow: A Canonical Workflow Framework and FAIR Digital Object Approach to Quality Research Output
    320 -- 341Alex R. Hardisty, Paul Brack, Carole A. Goble, Laurence Livermore, Ben Scott, Quentin Groom, Stuart Owen, Stian Soiland-Reyes. The Specimen Data Refinery: A Canonical Workflow Framework and FAIR Digital Object Approach to Speeding up Digital Mobilisation of Natural History Collections
    342 -- 357Stian Soiland-Reyes, Genis Bayarri, Pau Andrio, Robin Long, Douglas Lowe, Ania Niewielska, Adam Hospital, Paul Groth. Making Canonical Workflow Building Blocks Interoperable across Workflow Languages
    358 -- 371Beatriz Serrano-Solano, Anne Fouilloux, Ignacio Eguinoa, Matús Kalas, Björn A. Grüning, Frederik Coppens. Galaxy: A Decade of Realising CWFR Concepts
    372 -- 385Thomas Jejkal, Sabrine Chelbi, Andreas Pfeil, Peter Wittenburg. Evaluation of Application Possibilities for Packaging Technologies in Canonical Workflows
    386 -- 397Andreas Pfeil, Thomas Jejkal, Danah Tonne, Germaine Götzelmann. From a Dynamic Image Annotation Process within the Humanities to a Canonical Workflow
    398 -- 408Triet Ho Anh Doan, Sven Bingert, Ramin Yahyapour. Using a Workflow Management Platform in Textual Data Management
    409 -- 425Yuandou Wang, Spiros Koulouzis, Riccardo Bianchi, Na Li, Yifang Shi, Joris Timmermans, W. Daniel Kissling, Zhiming Zhao. Scaling Notebooks as Re-configurable Cloud Workflows
    426 -- 438Hendrik Nolte, Philipp Wieder. Realising Data-Centric Scientific Workflows with Provenance-Capturing on Data Lakes
    439 -- 454Nikolay A. Skvortsov, Sergey A. Stupnikov. A Semantic Approach to Workflow Management and Reuse for Research Problem Solving
    455 -- 470Abraham Nieva de la Hidalga, Donato Decarolis, Shaojun Xu, Santhosh Matam, Willinton Yesid Hernández Enciso, Josephine Goodall, Brian Matthews, C. Richard A. Catlow. A Workflow Demonstrator for Processing Catalysis Research Data

    Volume 4, Issue 1

    1 -- 19Qiushuo Zheng, Hao Wen, Meng Wang 0009, Guilin Qi. Visual Entity Linking via Multi-modal Learning
    20 -- 40Zhibin Chen, Yuting Wu, Yansong Feng, Dongyan Zhao 0001. Integrating Manifold Knowledge for Global Entity Linking with Heterogeneous Graphs
    41 -- 65Xiaxia Wang 0001, Tengteng Lin, Weiqing Luo, Gong Cheng 0001, Yuzhong Qu. CKGSE: A Prototype Search Engine for Chinese Knowledge Graphs
    66 -- 87Haixu Xi, Chengzhi Zhang, Yi Zhao, Sheng He. Public Emotional Diffusion over COVID-19 Related Tweets Posted by Major Public Health Agencies in the United States
    88 -- 111Shusaku Egami, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga. Detecting Vicious Cycles in Urban Problem Knowledge Graph using Inference Rules
    112 -- 133Lei Li 0002, Minghe Xue, Zan Zhang, Huanhuan Chen, Xindong Wu 0001. Certainty-based Preference Completion
    134 -- 148Ting Jia, Yuxia Yang, Xi Lu, Qiang Zhu, Kuo Yang, Xuezhong Zhou. Link Prediction based on Tensor Decomposition for the Knowledge Graph of COVID-19 Antiviral Drug
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