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Data Intelligence, Volume 4
Volume 4, Number 1, Winter 2022
- Qiushuo Zheng, Hao Wen
, Meng Wang, Guilin Qi:
Visual Entity Linking via Multi-modal Learning. 1-19 - Zhibin Chen, Yuting Wu, Yansong Feng, Dongyan Zhao:
Integrating Manifold Knowledge for Global Entity Linking with Heterogeneous Graphs. 20-40 - Xiaxia Wang, Tengteng Lin, Weiqing Luo, Gong Cheng, Yuzhong Qu:
CKGSE: A Prototype Search Engine for Chinese Knowledge Graphs. 41-65 - Haixu 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. 66-87 - Shusaku Egami
, Takahiro Kawamura, Kouji Kozaki, Akihiko Ohsuga:
Detecting Vicious Cycles in Urban Problem Knowledge Graph using Inference Rules. 88-111 - Lei Li, Minghe Xue, Zan Zhang, Huanhuan Chen, Xindong Wu:
Certainty-based Preference Completion. 112-133 - Ting 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. 134-148
Volume 4, Number 2, Spring 2022
- Peter 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. 149-154 - Dirk Betz, Claudia Biniossek, Christophe Blanchi, Felix Henninger, Thomas Lauer
, Philipp Wieder
, Peter Wittenburg, Martin Zünkeler:
Canonical Workflow for Experimental Research. 155-172 - Christophe Blanchi, Binyam Gebrekidan Gebre, Peter Wittenburg:
Canonical Workflow for Machine Learning Tasks. 173-185 - Christian Ohmann, Romain David
, 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. 196-211 - Ivonne Anders, Karsten Peters-von Gehlen
, Hannes Thiemann:
Canonical Workflows in Simulation-based Climate Sciences. 212-225 - Alessandro Spinuso, Malcolm P. Atkinson, Federica Magnoni:
S-ProvFlow. Storing and Exploring Lineage Data as a Service. 226-242 - Alessandro Spinuso, Mats Veldhuizen, Daniele Bailo, Valerio Vinciarelli
, Tor Langeland:
SWIRRL. Managing Provenance-aware and Reproducible Workspaces. 243-258 - Sabine Schröder
, Eleonora Epp
, Amirpasha Mozaffari
, Mathilde Romberg, Niklas Selke, Martin G. Schultz:
Enabling Canonical Analysis Workflows Documented Data Harmonization on Global Air Quality Data. 259-270 - Amirpasha Mozaffari
, Michael Langguth, Bing Gong
, Jessica Ahring, Adrian Rojas Campos, Pascal Nieters
, Otoniel José Campos Escobar, Martin Wittenbrink
, Peter Baumann, Martin G. Schultz:
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction. 271-285 - Peter Wittenburg, Alex R. Hardisty, Yann Le Franc, Amirpasha Mozaffari
, Limor Peer, Nikolay A. Skvortsov, Zhiming Zhao, Alessandro Spinuso:
Canonical Workflows to Make Data FAIR. 286-305 - Limor 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. 306-319 - Alex 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. 320-341 - Stian Soiland-Reyes, Genís Bayarri
, Pau Andrio
, Robin Long
, Douglas Lowe, Ania Niewielska, Adam Hospital, Paul Groth
:
Making Canonical Workflow Building Blocks Interoperable across Workflow Languages. 342-357 - Beatriz Serrano-Solano
, Anne Fouilloux
, Ignacio Eguinoa, Matús Kalas
, Björn A. Grüning, Frederik Coppens:
Galaxy: A Decade of Realising CWFR Concepts. 358-371 - Thomas Jejkal, Sabrine Chelbi, Andreas Pfeil
, Peter Wittenburg:
Evaluation of Application Possibilities for Packaging Technologies in Canonical Workflows. 372-385 - Andreas Pfeil
, Thomas Jejkal, Danah Tonne
, Germaine Götzelmann
:
From a Dynamic Image Annotation Process within the Humanities to a Canonical Workflow. 386-397 - Triet Ho Anh Doan
, Sven Bingert, Ramin Yahyapour
:
Using a Workflow Management Platform in Textual Data Management. 398-408 - Yuandou Wang, Spiros Koulouzis
, Riccardo Bianchi, Na Li, Yifang Shi, Joris Timmermans
, W. Daniel Kissling, Zhiming Zhao:
Scaling Notebooks as Re-configurable Cloud Workflows. 409-425 - Hendrik Nolte, Philipp Wieder
:
Realising Data-Centric Scientific Workflows with Provenance-Capturing on Data Lakes. 426-438 - Nikolay A. Skvortsov, Sergey A. Stupnikov:
A Semantic Approach to Workflow Management and Reuse for Research Problem Solving. 439-454 - Abraham 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. 455-470
Volume 4, Number 3, Summer 2022
- Huifang Du
, Zhongwen Le, Haofen Wang, Yunwen Chen, Jing Yu:
COKG-QA: Multi-hop Question Answering over COVID-19 Knowledge Graphs. 471-492
- Qiushuo Zheng, Hao Wen
, Meng Wang, Guilin Qi, Chaoyu Bai:
Faster Zero-shot Multi-modal Entity Linking via Visual-Linguistic Representation. 493-508 - Zixin Zeng, Bolin Hua:
Uncovering Topics of Public Cultural Activities: Evidence from China. 509-528 - Qiang Lin, Yongbin Liu, Wen Wen, Zhihua Tao, Chunping Ouyang, Yaping Wan:
Ensemble Making Few-Shot Learning Stronger. 529-551 - Yuanyuan Zhang, Yu Chen, Shengkang Yu, Xiaoqin Gu, Mengqiong Song, Yu Peng, Jianxia Chen, Qi Liu:
Bi-GRU Relation Extraction Model Based on Keywords Attention. 552-572 - Danyang Hu, Meng Wang
, Feng Gao, Fangfang Xu, Jinguang Gu:
Knowledge Representation and Reasoning for Complex Time Expression in Clinical Text. 573-598 - Lei Li, Xun Du, Zan Zhang, Zhenchao Tao:
Fuzzy-Constrained Graph Pattern Matching in Medical Knowledge Graphs. 599-619 - Boran Sekeroglu, Yoney Kirsal Ever, Kamil Dimililer
, Fadi M. Al-Turjman
:
Comparative Evaluation and Comprehensive Analysis of Machine Learning Models for Regression Problems. 620-652 - Philip Sahr Amara, Marisa Conte, Allen J. Flynn, Jodyn Platt
, Grace Trinidad:
Analysis of Pioneering Computable Biomedical Knowledge Repositories and their Emerging Governance Structures. 653-670
Volume 4, Number 4, Fall 2022
- Mirjam van Reisen, Barend Mons:
Introduction to the Special Issue: Data Intelligence on Patient Health Records. 671-672 - Mirjam 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. 673-697
- Ruduan Plug
, Yan Liang, Aliya Aktau, Mariam Basajja, Francisca Oladipo, Mirjam van Reisen:
Terminology for a FAIR Framework for the Virus Outbreak Data Network-Africa. 698-723 - Misha Stocker, Mia Stokmans
, Mirjam van Reisen:
Agenda Setting on FAIR Guidelines in the European Union and the Role of Expert Committees. 724-746 - Yi Lin, Putu Hadi Purnama Jati, Aliya Aktau, Mariem Ghardallou
, Sara Nodehi
, Mirjam van Reisen:
Implementation of FAIR Guidelines in Selected Non-Western Geographies. 747-770 - Mariam Basajja, Mirjam van Reisen, Francisca Oladipo:
FAIR Equivalency with Regulatory Framework for Digital Health in Uganda. 771-797 - Putu Hadi Purnama Jati:
FAIR Equivalency in Indonesia's Digital Health Framework. 798-812 - Getu 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. 813-826 - Kudakwashe Chindoza:
Regulatory Framework for eHealth Data Policies in Zimbabwe: Measuring FAIR Equivalency. 827-838 - Abdullahi Abubakar Kawu, Elijah Joseph
, Ibrahim Abdullahi, Jamilu Yahaya Maipanuku, Sakinat Oluwabukonla Folorunso, Mariam Basajja, Francisca Oladipo, Hauwa Limanko Ibrahim:
FAIR Guidelines and Data Regulatory Framework for Digital Health in Nigeria. 839-851 - Esther 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. 852-866 - Putu Hadi Purnama Jati, Yi Lin, Sara Nodehi
, Dwy Bagus Cahyono, Mirjam van Reisen:
FAIR Versus Open Data: A Comparison of Objectives and Principles. 867-881 - Mariam Basajja, Mutwalibi Nambobi:
Information Streams in Health Facilities: The Case of Uganda. 882-898 - Mariam Basajja
, Mutwalibi Nambobi, Katy Wolstencroft:
Possibility of Enhancing Digital Health Interoperability in Uganda through FAIR Data. 899-916 - Mariam Basajja, Marek Suchánek, Getu Tadele Taye, Samson Yohannes Amare
, Mutwalibi Nambobi, Sakinat Oluwabukonla Folorunso, Ruduan Plug
, Francisca Oladipo, Mirjam van Reisen:
Proof of Concept and Horizons on Deployment of FAIR Data Points in the COVID-19 Pandemic. 917-937 - Putu 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. 938-954 - Mariem 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. 955-970 - Sakinat 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. 971-990 - Francisca Oladipo, Sakinat Oluwabukonla Folorunso, Ezekiel Adebayo Ogundepo
, Obinna Osigwe, Akinyinka Tosin Akindele
:
Curriculum Development for FAIR Data Stewardship. 991-1012 - Akinyinka 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. 1013-1032
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