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Data Intelligence, Volume 5
Volume 5, Number 1, Winter 2023
- Jane Greenberg, Mingfang Wu, Wei Liu, Fenghong Liu:
Metadata as Data Intelligence. 1-5
- Ted Habermann
:
Improving Domain Repository Connectivity. 6-26 - Tommaso Rodani, Elda Osmenaj, Alberto Cazzaniga, Mirco Panighel, Cristina Africh, Stefano Cozzini:
Towards the FAIRification of Scanning Tunneling Microscopy Images. 27-42 - Ivana Ivánová, Ryan Keenan, Christopher Marshall, Lori Mancell, Eldar Rubinov, Ryan Ruddick, Nicholas Brown, Graeme Kernich:
FAIR data and metadata: GNSS precise positioning user perspective. 43-74 - Yuxuan Wang, Liqun Luo, Guangjian Li:
Research on Intelligent Organization and Application of Multi-source Heterogeneous Knowledge Resources for Energy Internet. 75-99 - Mingfang Wu
An Analysis of Crosswalks from Research Data Schemas to Schema.org. 100-121 - Mingfang Wu
Automated metadata annotation: What is and is not possible with machine learning. 122-138
- Amruta Kale, Tin Nguyen
Provenance documentation to enable explainable and trustworthy AI: A literature review. 139-162
- Luiz Olavo Bonino da Silva Santos
FAIR Data Point: A FAIR-Oriented Approach for Metadata Publication. 163-183 - Oussama Mohammed Benhamed
The FAIR Data Point: Interfaces and Tooling. 184-201 - Mathieu d'Aquin, Fabian Kirstein, Daniela Oliveira, Sonja Schimmler, Sebastian Urbanek:
FAIREST: A Framework for Assessing Research Repositories. 202-241 - Jane Greenberg, Scott McClellan, Christopher B. Rauch
Building Community Consensus for Scientific Metadata with YAMZ. 242-260
- Daniel W. Gillman:
Achieving Transparency: A Metadata Perspective. 261-274 - Mark A. Underwood:
Continuous Metadata in Continuous Integration, Stream Processing and Enterprise DataOps. 275-288 - Wei Liu, Yaming Fu
Metadata as a Methodological Commons: From Aboutness Description to Cognitive Modeling. 289-302
Volume 5, Number 2, Spring 2023
- Zafar Ali, Yi Huang
Deep Learning for Medication Recommendation: A Systematic Survey. 303-354
- Lili Zhang, Jianhui Li, Paul F. Uhlir, Liangming Wen, Kaichao Wu, Ze Luo, Yude Liu:
Research e-infrastructures for open science: The national example of CSTCloud in China. 355-369 - Surabhi Lingwal, Komal Kumar Bhatia, Manjeet Singh:
Semantic segmentation of landcover for cropland mapping and area estimation using Machine Learning techniques. 370-387
- Jiaxi Yang, Kui Chen, Kai Ding, Chongning Na, Meng Wang:
Auto Insurance Fraud Detection with Multimodal Learning. 388-412 - Li Jiang, Zheng Geng, Dongxiao Gu, Shuai Guo, Rongmin Huang, Haoke Cheng, Kaixuan Zhu:
RS-SVM Machine Learning Approach Driven by Case Data for Selecting Urban Drainage Network Restoration Scheme. 413-437 - Zhen Peng, Yunxiao Zhang, Yunchong Wang, Tianle Tang:
Association discovery and outlier detection of air pollution emissions from industrial enterprises driven by big data. 438-456 - Shuqin Li
Towards Text-to-SQL over Aggregate Tables. 457-474 - Linlin Zhang, Chunping Ouyang, Fuyu Hu, Yongbin Liu, Zheng Gao:
Relational Topology-based Heterogeneous Network Embedding for Predicting Drug-Target Interactions. 475-493 - Yang Yu, Wei He, Yumeng Kang, You-lang Ji:
Leveraging Continuous Prompt for Few-Shot Named Entity Recognition in Electric Power Domain with Meta-Learning. 494-509
Volume 5, Number 3, Summer 2023
- Jie Li, Gaihong Yu, Zhixiong Zhang:
RCMR 280k: Refined Corpus for Move Recognition Based on PubMed Abstracts. 511-536 - Xindong Wu, Hao Chen, Chenyang Bu, Shengwei Ji, Zan Zhang, Victor S. Sheng:
HUSS: A Heuristic Method for Understanding the Semantic Structure of Spreadsheets. 537-559 - Domagoj Vrgoc, Carlos Rojas, Renzo Angles, Marcelo Arenas, Diego Arroyuelo, Carlos Buil-Aranda, Aidan Hogan, Gonzalo Navarro, Cristian Riveros
MillenniumDB: An Open-Source Graph Database System. 560-610 - Tsai Hor Chan
Source-Aware Embedding Training on Heterogeneous Information Networks. 611-635 - Mauro Dragoni, Tania Bailoni
Integrating Functional Status Information into Knowledge Graphs to Support Self-Health Management. 636-662 - Irene Kilanioti, George A. Papadopoulos:
A Knowledge Graph-Based Deep Learning Framework for Efficient Content Similarity Search of Sustainable Development Goals Data. 663-684 - Feng Gao, Jin Hou, Jinguang Gu, Lihua Zhang:
Knowledge Graph based Mutual Attention for Machine Reading Comprehension over Anti-Terrorism Corpus. 685-706 - Jan Sawicki, Maria Ganzha, Marcin Paprzycki:
The State of the Art of Natural Language Processing - A Systematic Automated Review of NLP Literature Using NLP Techniques. 707-749 - Xuerong Li, Wei Shang, Xun Zhang, Baoguo Shan, Xiang Wang:
Total Electricity Consumption Forecasting Based on Temperature Composite Index and Mixed-Frequency Models. 750-766 - Wen Wen, Yongbin Liu, Qiang Lin, Chunping Ouyang:
Few-shot Named Entity Recognition with Joint Token and Sentence Awareness. 767-785 - Yi Gao, Jianxia Chen, Liang Xiao, Hongyang Wang, Liwei Pan, Xuan Wen, Zhiwei Ye, Xinyun Wu:
Adversarial Neural Collaborative Filtering with Embedding Dimension Correlations. 786-806 - Wenlong Fang, Chunping Ouyang, Qiang Lin, Yue Yuan:
Three Heads Better than One: Pure Entity, Relation Label and Adversarial Training for Cross-domain Few-shot Relation Extraction. 807-823 - Ping Feng, Xin Zhang, Jian Zhao, Yingying Wang, Biao Huang:
Relation Extraction Based on Prompt Information and Feature Reuse. 824-840 - Zhenchao Tao, Shengfei Lyu:
A Survey on Automatic Delineation of Radiotherapy Target Volume based on Machine Learning. 841-856
Volume 5, Number 4, Fall 2023
- Changyong Liang, Xiaoxiao Wang, Dongxiao Gu, Pengyu Li, Hui Chen, Zhengfei Xu:
Smart Management Information Systems (Smis): Concept, Evolution, Research Hotspots and Applications. 857-884
- Linhan Li, Huaping Zhang, Chunjin Li, Haowen You, Wenyao Cui:
Evaluation on ChatGPT for Chinese Language Understanding. 885-903 - Xinyu Zhang, Yang Li, Genshen Chu:
Comparison of Parallel Genetic Algorithm and Particle Swarm Optimization for Parameter Calibration in Hydrological Simulation. 904-922 - Muhammad Inaam Ul Haq
Revealing the Trends in the Academic Landscape of the Health Care System Using Contextual Topic Modeling. 923-946 - Pengfei Wen, Menghua Wang, Jinsong Wu:
Role of Sports Based on Big Data Analysis in Promoting the Physique and Health of Children and Adolescents. 947-961 - Chaojie Wen, Xudong Jia, Tao Chen:
Improving Extraction of Chinese Open Relations Using Pre-trained Language Model and Knowledge Enhancement. 962-989 - Jiexu Li, Faziawati binti Abdul Aziz, Ning Zhang:
Evaluation Index System of Green Public Open Space Based on Internet of Things and Mental Health. 990-1007
- Abdullahi Umar Ibrahim, Ayse Gunnay Kibarer, Fadi Al-Turjman:
Computer-aided Detection of Tuberculosis from Microbiological and Radiographic Images. 1008-1032 - Shengguang Peng:
Application of Medical Image Detection Technology Based on Deep Learning in Pneumoconiosis Diagnosis. 1033-1047 - Ahmed E. Mohamed, Magda B. Fayek, Mona Farouk:
Slide-Detect: An Accurate Deep Learning Diagnosis of Lung Infiltration. 1048-1062
- Meixiang Lv, Xudong Cao, Tianxing Wu, Yuehua Li:
A Civil Aviation Customer Service Ontology and Its Applications. 1063-1081
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