Xiaogang Ma

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 41

Top Topics

Outlier Detection

Literature Review

Multiple Sclerosis

Top Venues

Comput. Geosci.

Earth Sci. Informatics

ISPRS Int. J. Geo Inf.

Publications

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) (2024)
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) (2024)
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) (2024)
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 (2024)
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) (2024)
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) (2023)
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) (2023)
Zhe Wang, Shoukun Sun, Xiang Que, Xiaogang Ma
Interactive segmentation in aerial images: a new benchmark and an open access web-based tool. CoRR (2023)
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) (2023)
Xiaogang Ma
Knowledge graph construction and application in geosciences: A review. Comput. Geosci. 161 (2022)
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) (2022)
Ziheng Sun, Laura Sandoval, Robert Crystal-Ornelas, S. Mostafa Mousavi, Jinbo Wang, Cindy Lin, Nicoleta Cristea, Daniel 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 (2022)
Fatimah Alkomah, Xiaogang Ma
A Literature Review of Textual Hate Speech Detection Methods and Datasets. Inf. 13 (6) (2022)
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) (2022)
Ashrf Althbiti, Shrooq Algarni, Tami Alghamdi, Xiaogang Ma
A Personalized Academic Advisory Recommender System (PAARS): A Case Study. ICICT (2021)
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)
Zhesi Cui, Qiyu Chen, Gang Liu, Gregoire Mariethoz, Xiaogang Ma
Hybrid parallel framework for multiple-point geostatistics on Tianhe-2: A robust solution for large-scale simulation. Comput. Geosci. 157 (2021)
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) (2021)
Sarah Callaghan, Xiaogang Ma, Denise Hills, J.-F. de La Beaujardiere, Helen Glaves
Peter Fox (1959-2021). Patterns 2 (6) (2021)
Zhenwen He, Chunfeng Zhang, Xiaogang Ma, Gang Liu
Hexadecimal Aggregate Approximation Representation and Classification of Time Series Data. Algorithms 14 (12) (2021)
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 (2021)
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) (2021)
Xiang Que, Chao Ma, Xiaogang Ma, Qiyu Chen
Parallel computing for Fast Spatiotemporal Weighted Regression. Comput. Geosci. 150 (2021)
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)
Omar Alghushairy, Raed Alsini, Xiaogang Ma, Terence Soule
A Genetic-Based Incremental Local Outlier Factor Algorithm for Efficient Data Stream Processing. ICCDA (2020)
Xiaogang Ma, Chao Ma, Chengbin Wang
A new structure for representing and tracking version information in a deep time knowledge graph. Comput. Geosci. 145 (2020)
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 (2020)
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) (2020)
Zhenwen He, Shirong Long, Xiaogang Ma, Hong Zhao
A Boundary Distance-Based Symbolic Aggregate Approximation Method for Time Series Data. Algorithms 13 (11) (2020)
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) (2019)
Zhenwen He, Gang Liu, Xiaogang Ma, Qiyu Chen
GeoBeam: A distributed computing framework for spatial data. Comput. Geosci. 131 (2019)
Zhenwen He, Xiaogang Ma
A Distributed Indexing Method for Timeline Similarity Query. Algorithms 11 (4) (2018)
Chengbin Wang, Xiaogang Ma, Jianguo Chen
Ontology-driven data integration and visualization for exploring regional geologic time and paleontological information. Comput. Geosci. 115 (2018)
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 (2018)
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) (2018)
Chengbin Wang, Xiaogang Ma, Jianguo Chen, Jingwen Chen
Information extraction and knowledge graph construction from geoscience literature. Comput. Geosci. 112 (2018)
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 (2017)
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) (2017)
Xiaogang Ma
Linked Geoscience Data in practice: where W3C standards meet domain knowledge, data visualization and OGC standards. Earth Sci. Informatics 10 (4) (2017)
Xin Mou, Hasan M. Jamil, Xiaogang Ma
VisFlow: A Visual Database Integration and Workflow Querying System. ICDE (2017)
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) (2016)
Han Wang, Jinguang Zheng, Xiaogang Ma, Peter Fox, Heng Ji
Language and Domain Independent Entity Linking with Quantified Collective Validation. EMNLP (2015)
Xiaogang Ma, Peter Fox, Thomas W. Narock, Brian Wilson
Semantic e-Science. Earth Sci. Informatics 8 (1) (2015)
Jinguang Zheng, Linyun Fu, Xiaogang Ma, Peter Fox
SEM+: tool for discovering concept mapping in Earth science related domain. Earth Sci. Informatics 8 (1) (2015)
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)
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 (2014)
Xiaogang Ma, Peter Fox
Recent progress on geologic time ontologies and considerations for future works. Earth Sci. Informatics 6 (1) (2013)
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) (2013)
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 (2012)
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) (2011)
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) (2010)
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) (2010)