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ORCIDXiaogang Ma 0001
Person information
- affiliation: University of Idaho, Moscow, ID, USA
Other persons with the same name
- Xiaogang Ma 0002 — Wuhan Textile University, China
- Xiaogang Ma 0003 — Shandong Hi-speed Group Co., Ltd, Jinan, China
- Xiaogang Ma 0004
![[0000-0001-7285-875X]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-7285-875X")
— Tsinghua University, Department of Earth System Science, Beijing, China (and 1 more)
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2020 – today
- 2024
[j46]Omar Alghushairy, Raed Alsini, Zakhriya Alhassan, Abdulrahman A. Alshdadi, Ameen Banjar, Ayman Yafoz, Xiaogang Ma:
An Efficient Support Vector Machine Algorithm Based Network Outlier Detection System. IEEE Access 12: 24428-24441 (2024)- [j45]Zhe Wang, Xiang Que, Meifang Li, Zhuoming Liu, Xun Shi, Xiaogang Ma, Chao Fan, Yan Lin:
Spatiotemporally weighted regression (STWR) for assessing Lyme disease and landscape fragmentation dynamics in Connecticut towns. Ecol. Informatics 84: 102870 (2024) - [j44]Xiang Que, Xinhan Zhuang, Xiaogang Ma, Yuting Lai, Jianfang Xie, Tingting Fei, Hui Wang, W. U. Yuming:
Modeling the spatiotemporal heterogeneity and changes of slope stability in rainfall-induced landslide areas. Earth Sci. Informatics 17(1): 51-61 (2024) - [j43]Weilin Chen, Xiaogang Ma, Zhe Wang, Wenjia Li, Chao Fan, Jiyin Zhang, Xiang Que, Chenhao Li:
Exploring neuro-symbolic AI applications in geoscience: implications and future directions for mineral prediction. Earth Sci. Informatics 17(3): 1819-1835 (2024) - [j42]Chengbin Wang, Liangquan Tan, Yuanjun Li, Mingguo Wang, Xiaogang Ma, Jianguo Chen:
Ontology-driven relational data mapping for constructing a knowledge graph of porphyry copper deposits. Earth Sci. Informatics 17(3): 2649-2660 (2024) - [j41]Dongyu Zheng, Hanting Zhong, Gustau Camps-Valls, Zhisong Cao, Xiaogang Ma, Benjamin Mills, Xiumian Hu, Mingcai Hou, Chao Ma:
Explainable deep learning for automatic rock classification. Comput. Geosci. 184: 105511 (2024) - [j40]Lijie Chen, Zhe Wang, Xiaogang Ma, Jingwen Zhao, Xiang Que, Jinfu Liu, Ruohai Chen, Yimin Li:
Empirical Analysis of a Super-SBM-Based Framework for Wetland Carbon Stock Safety Assessment. Remote. Sens. 16(10): 1678 (2024) - 2023
- [j39]Amruta Kale, Tin Nguyen, Frederick C. Harris Jr., Chenhao Li, Jiyin Zhang, Xiaogang Ma:
Provenance documentation to enable explainable and trustworthy AI: A literature review. Data Intell. 5(1): 139-162 (2023) - [j38]Amruta Kale, Ziheng Sun, Xiaogang Ma:
Utility of the Python package Geoweaver_cwl for improving workflow reusability: an illustration with multidisciplinary use cases. Earth Sci. Informatics 16(3): 2955-2961 (2023) - [j37]Chao Fan, Xiang Que, Zhe Wang, Xiaogang Ma:
Land Cover Impacts on Surface Temperatures: Evaluation and Application of a Novel Spatiotemporal Weighted Regression Approach. ISPRS Int. J. Geo Inf. 12(4): 151 (2023) - [i1]Zhe Wang, Shoukun Sun, Xiang Que, Xiaogang Ma:
Interactive segmentation in aerial images: a new benchmark and an open access web-based tool. CoRR abs/2308.13174 (2023) - 2022
- [j36]Ziheng Sun, Laura Sandoval, Robert Crystal-Ornelas, S. Mostafa Mousavi, Jinbo Wang, Cindy Lin, Nicoleta Cristea, Daniel Q. Tong, Wendy Hawley Carande, Xiaogang Ma, Yuhan Rao, James A. Bednar, Amanda Tan, Jianwu Wang, Sanjay Purushotham, Thomas E. Gill, Julien Chastang, Daniel Howard, Benjamin Holt, Chandana Gangodagamage, Peisheng Zhao, Zachary Chester, Javier Orduz, Aji John:
A review of Earth Artificial Intelligence. Comput. Geosci. 159: 105034 (2022) - [j35]Xiaogang Ma:
Knowledge graph construction and application in geosciences: A review. Comput. Geosci. 161: 105082 (2022) - [j34]Fatimah Alkomah, Xiaogang Ma:
A Literature Review of Textual Hate Speech Detection Methods and Datasets. Inf. 13(6): 273 (2022) - [j33]Chenhao Li, Jiyin Zhang, Amruta Kale, Xiang Que, Sanaz Salati, Xiaogang Ma:
Toward Trust-Based Recommender Systems for Open Data: A Literature Review. Inf. 13(7): 334 (2022) - [j32]Rui Zhu, Krzysztof Janowicz, Gautam S. Thakur, Xiaogang Ma, Ellie Young, Gengchen Mai:
GeoKG'2022 Workshop Report: The 1st ACM SIGSPATIAL International Workshop on Geospatial Knowledge Graphs. ACM SIGSPATIAL Special 14(1): 37-39 (2022) - 2021
- [j31]Zhenwen He, Chunfeng Zhang, Xiaogang Ma, Gang Liu:
Hexadecimal Aggregate Approximation Representation and Classification of Time Series Data. Algorithms 14(12): 353 (2021) - [j30]Omar Alghushairy, Raed Alsini, Terence Soule, Xiaogang Ma:
A Review of Local Outlier Factor Algorithms for Outlier Detection in Big Data Streams. Big Data Cogn. Comput. 5(1): 1 (2021) - [j29]Xiang Que, Chao Ma, Xiaogang Ma, Qiyu Chen:
Parallel computing for Fast Spatiotemporal Weighted Regression. Comput. Geosci. 150: 104723 (2021) - [j28]Zhesi Cui, Qiyu Chen, Gang Liu, Grégoire Mariéthoz, Xiaogang Ma:
Hybrid parallel framework for multiple-point geostatistics on Tianhe-2: A robust solution for large-scale simulation. Comput. Geosci. 157: 104923 (2021) - [j27]Susan L. Brantley, Tao Wen, Deborah A. Agarwal, Jeffrey G. Catalano, Paul A. Schroeder, Kerstin A. Lehnert, Charuleka Varadharajan, Julie Pett-Ridge, Mark Engle, Anthony M. Castronova, Richard P. Hooper, Xiaogang Ma, Lixin Jin, Kenton McHenry, Emma Aronson, Andrew R. Shaughnessy, Louis A. Derry, Justin Richardson, Jerad Bales, Eric M. Pierce:
The future low-temperature geochemical data-scape as envisioned by the U.S. geochemical community. Comput. Geosci. 157: 104933 (2021) - [j26]Sarah Callaghan, Xiaogang Ma, Denise Hills, J.-F. de La Beaujardiere, Helen M. Glaves:
Peter Fox (1959-2021). Patterns 2(6): 100283 (2021) - [j25]Chunfang Kong, Yiping Tian, Xiaogang Ma, Zhengping Weng, Zhiting Zhang, Kai Xu:
Landslide Susceptibility Assessment Based on Different MaChine Learning Methods in Zhaoping County of Eastern Guangxi. Remote. Sens. 13(18): 3573 (2021) - [c7]Ashrf Althbiti, Rayan Alshamrani, Tami Alghamdi, Stephen Lee, Xiaogang Ma:
Addressing Data Sparsity in Collaborative Filtering Based Recommender Systems Using Clustering and Artificial Neural Network. CCWC 2021: 218-227 - [c6]Ashrf Althbiti, Shrooq Algarni, Tami Alghamdi, Xiaogang Ma:
A Personalized Academic Advisory Recommender System (PAARS): A Case Study. ICICT 2021: 270-278 - 2020
- [j24]Zhenwen He, Shirong Long, Xiaogang Ma, Hong Zhao:
A Boundary Distance-Based Symbolic Aggregate Approximation Method for Time Series Data. Algorithms 13(11): 284 (2020) - [j23]Qiyu Chen, Gang Liu, Xiaogang Ma, Xinchuan Li, Zhenwen He:
3D stochastic modeling framework for Quaternary sediments using multiple-point statistics: A case study in Minjiang Estuary area, southeast China. Comput. Geosci. 136: 104404 (2020) - [j22]Xiaogang Ma, Chao Ma, Chengbin Wang:
A new structure for representing and tracking version information in a deep time knowledge graph. Comput. Geosci. 145: 104620 (2020) - [j21]Rayan Alshamrani, Ashrf Althbiti, Yara Alshamrani, Fatimah Alkomah, Xiaogang Ma:
Model-Driven Decision Making in Multiple Sclerosis Research: Existing Works and Latest Trends. Patterns 1(8): 100121 (2020) - [c5]Qiyu Chen, Zhesi Cui, Gang Liu, Jia Liu, Xiaogang Ma:
CPU-MIC Acceleration of Multiple-point Statistical Simulation on Tianhe-2. HPCC/DSS/SmartCity 2020: 700-707 - [c4]Omar Alghushairy, Raed Alsini, Xiaogang Ma, Terence Soule:
A Genetic-Based Incremental Local Outlier Factor Algorithm for Efficient Data Stream Processing. ICCDA 2020: 38-49
2010 – 2019
- 2019
- [j20]Zhenwen He, Gang Liu, Xiaogang Ma, Qiyu Chen:
GeoBeam: A distributed computing framework for spatial data. Comput. Geosci. 131: 15-22 (2019) - [j19]Yijian Zeng, Zhongbo Su, Iakovos Barmpadimos, Adriaan Perrels, Paul Poli, Klaas Folkert Boersma, Anna Frey, Xiaogang Ma, Karianne de Bruin, Hasse Goosen, Viju O. John, Rob Roebeling, Jörg Schulz, Wim Timmermans:
Towards a Traceable Climate Service: Assessment of Quality and Usability of Essential Climate Variables. Remote. Sens. 11(10): 1186 (2019) - 2018
- [j18]Zhenwen He, Xiaogang Ma:
A Distributed Indexing Method for Timeline Similarity Query. Algorithms 11(4): 41 (2018) - [j17]Xiaogang Ma, Linyun Fu, Patrick West, Peter A. Fox:
Ontology Usability Scale: Context-aware Metrics for the Effectiveness, Efficiency and Satisfaction of Ontology Uses. Data Sci. J. 17: 10 (2018) - [j16]Qiyu Chen, Gang Liu, Xiaogang Ma, Zhong Yao, Yiping Tian, Hongling Wang:
A virtual globe-based integration and visualization framework for aboveground and underground 3D spatial objects. Earth Sci. Informatics 11(4): 591-603 (2018) - [j15]Chengbin Wang, Xiaogang Ma, Jianguo Chen, Jingwen Chen:
Information extraction and knowledge graph construction from geoscience literature. Comput. Geosci. 112: 112-120 (2018) - [j14]Chengbin Wang, Xiaogang Ma, Jianguo Chen:
Ontology-driven data integration and visualization for exploring regional geologic time and paleontological information. Comput. Geosci. 115: 12-19 (2018) - 2017
- [j13]Xiaogang Ma:
Linked Geoscience Data in practice: where W3C standards meet domain knowledge, data visualization and OGC standards. Earth Sci. Informatics 10(4): 429-441 (2017) - [j12]Qiyu Chen, Gang Liu, Xiaogang Ma, Xinchuan Li, Zhenwen He:
Fractal generator for efficient production of random planar patterns and symbols in digital mapping. Comput. Geosci. 105: 91-102 (2017) - [j11]Xiaogang Ma, Daniel Hummer, Joshua J. Golden, Peter A. Fox, Robert M. Hazen, Shaunna M. Morrison, Robert T. Downs, Bhuwan L. Madhikarmi, Chengbin Wang, Michael B. Meyer:
Using Visual Exploratory Data Analysis to Facilitate Collaboration and Hypothesis Generation in Cross-Disciplinary Research. ISPRS Int. J. Geo Inf. 6(11): 368 (2017) - [c3]Xin Mou, Hasan M. Jamil, Xiaogang Ma:
VisFlow: A Visual Database Integration and Workflow Querying System. ICDE 2017: 1421-1422 - 2016
- [j10]Xiaogang Ma, John S. Erickson, Stephan Zednik, Patrick West, Peter Fox:
Semantic Specification of Data Types for a World of Open Data. ISPRS Int. J. Geo Inf. 5(3): 38 (2016) - 2015
- [j9]Xiaogang Ma, Peter Fox, Thomas W. Narock, Brian Wilson:
Semantic e-Science. Earth Sci. Informatics 8(1): 1-3 (2015) - [j8]Jinguang Zheng, Linyun Fu, Xiaogang Ma, Peter Fox:
SEM+: tool for discovering concept mapping in Earth science related domain. Earth Sci. Informatics 8(1): 95-102 (2015) - [c2]Han Wang, Jinguang Zheng, Xiaogang Ma, Peter Fox, Heng Ji:
Language and Domain Independent Entity Linking with Quantified Collective Validation. EMNLP 2015: 695-704 - [c1]Xiaogang Ma, Patrick West, John S. Erickson, Stephan Zednik, Yu Chen, Han Wang, Hao Zhong, Peter Fox:
From Data Portal to Knowledge Portal: Leveraging Semantic Technologies to Support Interdisciplinary Studies. Diversity++@ISWC 2015: 2-7 - [p1]Xiaogang Ma, Yu Chen, Han Wang, Jinguang Zheng, Linyun Fu, Patrick West, John S. Erickson, Peter Fox:
Data Visualization in the Semantic Web. Semantic Web Enabled Software Engineering 2015: 149-167 - 2014
- [j7]Xiaogang Ma, Jinguang Zheng, Justin C. Goldstein, Stephan Zednik, Linyun Fu, Brian Duggan, Steven M. Aulenbach, Patrick West, Curt Tilmes, Peter Fox:
Ontology engineering in provenance enablement for the National Climate Assessment. Environ. Model. Softw. 61: 191-205 (2014) - 2013
- [j6]Xiaogang Ma, Peter Fox:
Recent progress on geologic time ontologies and considerations for future works. Earth Sci. Informatics 6(1): 31-46 (2013) - [j5]Curt Tilmes, Peter Fox, Xiaogang Ma, Deborah L. McGuinness, Ana Pinheiro Privette, Aaron Smith, Anne Waple, Stephan Zednik, Jinguang Zheng:
Provenance Representation for the National Climate Assessment in the Global Change Information System. IEEE Trans. Geosci. Remote. Sens. 51(11): 5160-5168 (2013) - 2012
- [j4]Xiaogang Ma, Emmanuel John M. Carranza, Chonglong Wu, Freek D. van der Meer:
Ontology-aided annotation, visualization, and generalization of geological time-scale information from online geological map services. Comput. Geosci. 40: 107-119 (2012) - 2011
- [j3]Xiaogang Ma, Emmanuel John M. Carranza, Chonglong Wu, Freek D. van der Meer, Gang Liu:
A SKOS-based multilingual thesaurus of geological time scale for interoperability of online geological maps. Comput. Geosci. 37(10): 1602-1615 (2011) - 2010
- [j2]Xiaogang Ma, Emmanuel John M. Carranza, Freek D. van der Meer, Chonglong Wu, Xialin Zhang:
Algorithms for multi-parameter constrained compositing of borehole assay intervals from economic aspects. Comput. Geosci. 36(7): 945-952 (2010) - [j1]Xiaogang Ma, Chonglong Wu, Emmanuel John M. Carranza, Ernst M. Schetselaar, Freek D. van der Meer, Gang Liu, Xinqing Wang, Xialin Zhang:
Development of a controlled vocabulary for semantic interoperability of mineral exploration geodata for mining projects. Comput. Geosci. 36(12): 1512-1522 (2010)
Coauthor Index
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