Xiaogang Ma

Orcid: 0000-0002-9110-7369

Affiliations:
  • University of Idaho, Moscow, ID, USA


According to our database1, Xiaogang Ma authored at least 54 papers between 2010 and 2024.

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Bibliography

2024
Ontology-driven relational data mapping for constructing a knowledge graph of porphyry copper deposits.
Earth Sci. Informatics, June, 2024

Exploring neuro-symbolic AI applications in geoscience: implications and future directions for mineral prediction.
Earth Sci. Informatics, June, 2024

Empirical Analysis of a Super-SBM-Based Framework for Wetland Carbon Stock Safety Assessment.
Remote. Sens., May, 2024

Explainable deep learning for automatic rock classification.
Comput. Geosci., February, 2024

Modeling the spatiotemporal heterogeneity and changes of slope stability in rainfall-induced landslide areas.
Earth Sci. Informatics, February, 2024

An Efficient Support Vector Machine Algorithm Based Network Outlier Detection System.
IEEE Access, 2024

2023
Utility of the Python package Geoweaver_cwl for improving workflow reusability: an illustration with multidisciplinary use cases.
Earth Sci. Informatics, September, 2023

Land Cover Impacts on Surface Temperatures: Evaluation and Application of a Novel Spatiotemporal Weighted Regression Approach.
ISPRS Int. J. Geo Inf., 2023

Provenance documentation to enable explainable and trustworthy AI: A literature review.
Data Intell., 2023

Interactive segmentation in aerial images: a new benchmark and an open access web-based tool.
CoRR, 2023

2022
GeoKG'2022 Workshop Report: The 1st ACM SIGSPATIAL International Workshop on Geospatial Knowledge Graphs.
ACM SIGSPATIAL Special, November, 2022

Toward Trust-Based Recommender Systems for Open Data: A Literature Review.
Inf., 2022

A Literature Review of Textual Hate Speech Detection Methods and Datasets.
Inf., 2022

A review of Earth Artificial Intelligence.
Comput. Geosci., 2022

Knowledge graph construction and application in geosciences: A review.
Comput. Geosci., 2022

2021
Landslide Susceptibility Assessment Based on Different MaChine Learning Methods in Zhaoping County of Eastern Guangxi.
Remote. Sens., 2021

Peter Fox (1959-2021).
Patterns, 2021

Parallel computing for Fast Spatiotemporal Weighted Regression.
Comput. Geosci., 2021

Hybrid parallel framework for multiple-point geostatistics on Tianhe-2: A robust solution for large-scale simulation.
Comput. Geosci., 2021

The future low-temperature geochemical data-scape as envisioned by the U.S. geochemical community.
Comput. Geosci., 2021

A Review of Local Outlier Factor Algorithms for Outlier Detection in Big Data Streams.
Big Data Cogn. Comput., 2021

Hexadecimal Aggregate Approximation Representation and Classification of Time Series Data.
Algorithms, 2021

A Personalized Academic Advisory Recommender System (PAARS): A Case Study.
Proceedings of the 4th International Conference on Information and Computer Technologies, 2021

Addressing Data Sparsity in Collaborative Filtering Based Recommender Systems Using Clustering and Artificial Neural Network.
Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020
Model-Driven Decision Making in Multiple Sclerosis Research: Existing Works and Latest Trends.
Patterns, 2020

A new structure for representing and tracking version information in a deep time knowledge graph.
Comput. Geosci., 2020

3D stochastic modeling framework for Quaternary sediments using multiple-point statistics: A case study in Minjiang Estuary area, southeast China.
Comput. Geosci., 2020

A Boundary Distance-Based Symbolic Aggregate Approximation Method for Time Series Data.
Algorithms, 2020

A Genetic-Based Incremental Local Outlier Factor Algorithm for Efficient Data Stream Processing.
Proceedings of the ICCDA 2020: The 4th International Conference on Compute and Data Analysis, 2020

CPU-MIC Acceleration of Multiple-point Statistical Simulation on Tianhe-2.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019
Towards a Traceable Climate Service: Assessment of Quality and Usability of Essential Climate Variables.
Remote. Sens., 2019

GeoBeam: A distributed computing framework for spatial data.
Comput. Geosci., 2019

2018
Information extraction and knowledge graph construction from geoscience literature.
Comput. Geosci., 2018

Ontology-driven data integration and visualization for exploring regional geologic time and paleontological information.
Comput. Geosci., 2018

A virtual globe-based integration and visualization framework for aboveground and underground 3D spatial objects.
Earth Sci. Informatics, 2018

Ontology Usability Scale: Context-aware Metrics for the Effectiveness, Efficiency and Satisfaction of Ontology Uses.
Data Sci. J., 2018

A Distributed Indexing Method for Timeline Similarity Query.
Algorithms, 2018

2017
Using Visual Exploratory Data Analysis to Facilitate Collaboration and Hypothesis Generation in Cross-Disciplinary Research.
ISPRS Int. J. Geo Inf., 2017

Fractal generator for efficient production of random planar patterns and symbols in digital mapping.
Comput. Geosci., 2017

Linked Geoscience Data in practice: where W3C standards meet domain knowledge, data visualization and OGC standards.
Earth Sci. Informatics, 2017

VisFlow: A Visual Database Integration and Workflow Querying System.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
Semantic Specification of Data Types for a World of Open Data.
ISPRS Int. J. Geo Inf., 2016

2015
SEM+: tool for discovering concept mapping in Earth science related domain.
Earth Sci. Informatics, 2015

Semantic e-Science.
Earth Sci. Informatics, 2015

From Data Portal to Knowledge Portal: Leveraging Semantic Technologies to Support Interdisciplinary Studies.
Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

Language and Domain Independent Entity Linking with Quantified Collective Validation.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Data Visualization in the Semantic Web.
Proceedings of the Semantic Web in Earth and Space Science. Current Status and Future Directions, 2015

2014
Ontology engineering in provenance enablement for the National Climate Assessment.
Environ. Model. Softw., 2014

2013
Provenance Representation for the National Climate Assessment in the Global Change Information System.
IEEE Trans. Geosci. Remote. Sens., 2013

Recent progress on geologic time ontologies and considerations for future works.
Earth Sci. Informatics, 2013

2012
Ontology-aided annotation, visualization, and generalization of geological time-scale information from online geological map services.
Comput. Geosci., 2012

2011
A SKOS-based multilingual thesaurus of geological time scale for interoperability of online geological maps.
Comput. Geosci., 2011

2010
Development of a controlled vocabulary for semantic interoperability of mineral exploration geodata for mining projects.
Comput. Geosci., 2010

Algorithms for multi-parameter constrained compositing of borehole assay intervals from economic aspects.
Comput. Geosci., 2010


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