Xiaogang Ma | Academic Influence

Xiaogang Ma's AcademicInfluence.com Rankings

Xiaogang Ma

Computer Science

#10633

World Rank

#11178

Historical Rank

Data Mining

#294

World Rank

#295

Historical Rank

Machine Learning

#5805

World Rank

#5888

Historical Rank

Artificial Intelligence

#6082

World Rank

#6176

Historical Rank

computer-science Degrees

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Computer Science

Xiaogang Ma's Degrees

PhD Computer Science Tsinghua University
Masters Computer Science Tsinghua University
Bachelors Computer Science Tsinghua University

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Why Is Xiaogang Ma Influential?

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According to Wikipedia, Xiaogang Ma or Marshall Ma is a Chinese data science and geoinformatics researcher at the University of Idaho , United States. He is an associate professor in the department of computer science at UI, and also affiliates with the department of earth and spatial sciences and several research institutes and centers at the university.

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Xiaogang Ma's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Information extraction and knowledge graph construction from geoscience literature (2018) (108)
Locality-based 3-D multiple-point statistics reconstruction using 2-D geological cross sections (2018) (43)
Ontology-aided annotation, visualization, and generalization of geological time-scale information from online geological map services (2012) (41)
A Review of Local Outlier Factor Algorithms for Outlier Detection in Big Data Streams (2020) (41)
Capturing provenance of global change information (2014) (36)
Language and Domain Independent Entity Linking with Quantified Collective Validation (2015) (36)
A SKOS-based multilingual thesaurus of geological time scale for interoperability of online geological maps (2011) (34)
3D stochastic modeling framework for Quaternary sediments using multiple-point statistics: A case study in Minjiang Estuary area, southeast China (2020) (34)
Ontology-driven data integration and visualization for exploring regional geologic time and paleontological information (2018) (33)
Provenance Representation for the National Climate Assessment in the Global Change Information System (2013) (32)
Data-Driven Discovery in Mineralogy: Recent Advances in Data Resources, Analysis, and Visualization (2019) (32)
Ontology engineering in provenance enablement for the National Climate Assessment (2014) (30)
Recent progress on geologic time ontologies and considerations for future works (2013) (27)
Development of a controlled vocabulary for semantic interoperability of mineral exploration geodata for mining projects (2010) (26)
The Deep-Time Digital Earth program: data-driven discovery in geosciences (2021) (26)
Conditional multiple-point geostatistical simulation for unevenly distributed sample data (2019) (25)
Towards a Traceable Climate Service: Assessment of Quality and Usability of Essential Climate Variables (2019) (23)
Using Visual Exploratory Data Analysis to Facilitate Collaboration and Hypothesis Generation in Cross-Disciplinary Research (2017) (22)
Linked Geoscience Data in practice: where W3C standards meet domain knowledge, data visualization and OGC standards (2017) (21)
Ontology dynamics in a data life cycle: Challenges and recommendations from a Geoscience Perspective (2014) (20)
A new structure for representing and tracking version information in a deep time knowledge graph (2020) (20)
Local curvature entropy-based 3D terrain representation using a comprehensive Quadtree (2018) (20)
Knowledge graph construction and application in geosciences: A review (2021) (17)
SEM+: tool for discovering concept mapping in Earth science related domain (2015) (17)
Parallel indexing technique for spatio-temporal data (2013) (16)
Semantic e-Science (2015) (13)
Multiple-point geostatistical simulation based on conditional conduction probability (2021) (12)
Improving the outlier detection method in concrete mix design by combining the isolation forest and local outlier factor (2020) (11)
Data Type Registries working group output (2015) (10)
Ontology Usability Scale: Context-aware Metrics for the Effectiveness, Efficiency and Satisfaction of Ontology Uses (2018) (10)
Hybrid parallel framework for multiple-point geostatistics on Tianhe-2: A robust solution for large-scale simulation (2021) (9)
Documenting Provenance for Reproducible Marine Ecosystem Assessment in Open Science (2017) (9)
Weaving a Knowledge Network for Deep Carbon Science (2017) (9)
Data exchange facilitated (2011) (9)
A virtual globe-based integration and visualization framework for aboveground and underground 3D spatial objects (2018) (8)
Deep convolutional generative adversarial networks for modeling complex hydrological structures in Monte-Carlo simulation (2022) (7)
GeoBeam: A distributed computing framework for spatial data (2019) (7)
Data Science for Geoscience: Leveraging Mathematical Geosciences with Semantics and Open Data (2018) (7)
VisFlow: A Visual Database Integration and Workflow Querying System (2017) (6)
A Genetic-Based Incremental Local Outlier Factor Algorithm for Efficient Data Stream Processing (2020) (6)
Algorithms for multi-parameter constrained compositing of borehole assay intervals from economic aspects (2010) (5)
Practicing an ontology spectrum for geological data interoperability (2011) (5)
A Distributed Indexing Method for Timeline Similarity Query (2018) (5)
Data Visualization in the Semantic Web (2015) (4)
Parallel computing for Fast Spatiotemporal Weighted Regression (2021) (4)
A spatiotemporal weighted regression model (STWR v1.0) for analyzing local nonstationarity in space and time (2020) (4)
The future low-temperature geochemical data-scape as envisioned by the U.S. geochemical community (2021) (4)
Semantic Specification of Data Types for a World of Open Data (2016) (4)
Approach for interoperability of multi-source geological hazard data based on ontology and GeoSciML (2009) (4)
Improving the Efficiency of Genetic-Based Incremental Local Outlier Factor Algorithm for Network Intrusion Detection (2021) (4)
Metadata hierarchy in integrated geoscientific database for regional mineral prospecting (2007) (3)
A Spatiotemporal Weighted Regression Model (STWRv1.0) for Analyzing Local Non-stationarity in Space and Time (2020) (3)
Text Mining to Facilitate Domain Knowledge Discovery (2019) (3)
Geo‐Data Science: Leveraging Geoscience Research with Geoinformatics, Semantics and Open Data (2019) (2)
Fractal generator for efficient production of random planar patterns and symbols in digital mapping (2017) (2)
Supporting Trust with Provenance of the Findings of the National Climate Assessment (2015) (2)
A knowledge graph and service for regional geologic time standards (2022) (2)
Strengthening an Interagency Network for Geoscience Data Sets (2014) (2)
A Jigsaw Puzzle Layer Cake of Spatial Data (2014) (2)
A Boundary Distance-Based Symbolic Aggregate Approximation Method for Time Series Data (2020) (2)
Landslide Susceptibility Assessment Based on Different MaChine Learning Methods in Zhaoping County of Eastern Guangxi (2021) (2)
An Integrated Golden Spike Information Portal Enabled by Data Visualization and Semantic Web Technologies (2016) (2)
Integrating data-flow analysis and object - oriented analysis for compositing of borehole metal-grade intervals (2010) (2)
A Vision for the Future Low-Temperature Geochemical Data-scape (2020) (2)
Point - source database theory and its application in database architecture design of digital mine (2007) (2)
Combining ontology and data visualization techniques to generate interactive map legends for online geological maps : abstract (2011) (1)
Three-Dimensional Geologic Modeling (2021) (1)
Investigation of blade tip clearance effects in EGT of aeroengine (2003) (1)
Application of Advanced Analytics and Visualization in Mineral Systems (2019) (1)
From Data Portal to Knowledge Portal: Leveraging Semantic Technologies to Support Interdisciplinary Studies (2015) (1)
Thermodynamic Data Rescue and Informatics for Deep Carbon Science (2017) (1)
Optimization of Random Forest Model for Assessing and Predicting Geological Hazards Susceptibility in Lingyun County (2021) (1)
Illuminate Knowledge Elements in Geoscience Literature (2015) (1)
Hexadecimal Aggregate Approximation Representation and Classification of Time Series Data (2021) (1)
QUANTIFYING AND VISUALIZING EARTH’S MINERAL CHEMISTRY THROUGH GEOLOGIC TIME (2016) (1)
Exploiting mineral data: applications to the diversity, distribution, and social networks of copper mineral (2016) (0)
Social Network Influencers’ Data Augmenting Recommender Systems (2020) (0)
Towards a Machine-Readable Knowledge Base of Deep Time: Challenges, Current Progress, and Future Work (2019) (0)
Semantics for the Discovery, Access, and Integration of Geoscience Data II Posters (2015) (0)
TEMPORAL TOPOLOGY FOR NOMINAL AND NUMERICAL ENTITIES THE DEEP-TIME KNOWLEDGE BASE (2021) (0)
Geological Hazards Susceptibility Evaluation Based on GA‐BPNN: A Case Study of Xingye County (2022) (0)
DEEP TIME DATA INFRASTRUCTURE: INTEGRATING OUR CURRENT GEOLOGIC AND BIOLOGIC DATABASES (2016) (0)
Spatial Analysis (2021) (0)
Determining Fitness-For-Use of Ontologies Through Change Management, Versioning and Publication Best Practices (2015) (0)
CPU-MIC Acceleration of Multiple-point Statistical Simulation on Tianhe-2 (2020) (0)
Collaborative Research Infrastructures to Support Current and Future Global Challenges in Earth and Space Sciences (2016) (0)
SEMANTICS OF FAIR GEOSCIENCE DATA: A KEY FACTOR TO FACILITATE THE DATA SCIENCE WORKFLOW (2022) (0)
An Efficient Local Outlier Factor for Data Stream Processing: A Case Study (2020) (0)
CHARACTERIZING CARBON MINERALOGY AND FORMATIONAL ENVIRONMENTS THROUGH DEEP TIME WITH ADVANCED ANALYTICS AND VISUALIZATION (2019) (0)
Data Visualization 1: Data Visualization for Information Exploration and Knowledge Discovery I (2015) (0)
Analyzing Local Non-stationarity in Space and Time (2020) (0)
Spatiotemporal Heterogeneity of the Influence from Main Meteorological Factors on Air Quality Index in China Based on Stwr (2022) (0)
Providing Global Change Information for Decision-Making: Capturing and Presenting Provenance (2014) (0)
Locality-based 3-D multiple-point statistics reconstruction using 2-D geological cross-sections (2018) (0)
Computational Intelligence in Earth and Space Science Posters (2014) (0)
Semantic Similarity Computation and Concept Mapping in Earth and Environmental Science (2013) (0)
THE CO-EVOLUTION OF THE GEO- AND BIOSPHERES: AN INTEGRATED PROGRAM FOR DATA-DRIVEN, ABDUCTIVE DISCOVERY IN THE EARTH SCIENCES (2016) (0)
Incorporate temporal topology in a deep‐time knowledge base to facilitate data‐driven discovery in geoscience (2022) (0)
Knowledge Evolution in Distributed Geoscience Datasets and the Role of Semantic Technologies (2014) (0)
SOCIAL NETWORK OF COPPER MINERALS: A MINERAL ECOLOGY STUDY (2016) (0)
Towards a common provenance model for research publications (2014) (0)
A Grid Partition-Based Local Outlier Factor by Reachability Distance for Data Stream Processing (2020) (0)
Development of a SKOS - based multilingual thesaurus for automatic translation of geological time scale terms in online geological time scale terms in online geological maps : powerpoint. (2010) (0)
Semantic Specification of Data Type Information in the Deep Carbon Observatory Data Portal (2015) (0)
A justification for semantic training in data curation frameworks development (2013) (0)
Author ' s personal copy Parallel indexing technique for spatio-temporal data (2013) (0)
Predictive Analytics in the Earth and Space Sciences Posters (2018) (0)
Database Integration: An Intial Step Towards the Deep-Time Data Infrastructure (2015) (0)
Ontology development for provenance tracing in National Climate Assessment of the US Global Change Research Program (2013) (0)
A Literature Review of Data Mining Techniques Used in Collaborative Filtering Recommender Systems (2020) (0)
Towards Quantitative Scales of Lithophilicity, Chalcophilicity and Hydrophilicity Using Statistical Correlations Among the Mineral-Forming Elements (2020) (0)
Data Science for Geoscience: Recent Progress and Future Trends from the Perspective of a Data Life Cycle (2021) (0)
GEOWEAVER: OPEN NEW DOOR TO INTUITIVE MANAGEABLE AI WORKFLOW FOR GEOSCIENTISTS (2021) (0)
Semantically-enabled Knowledge Discovery in the Deep Carbon Observatory (2013) (0)
Linked Vocabulary API for the Earth Sciences Community (2014) (0)
Cyberinfrastructure for Field Work: Data Standards, Computer Applications, Instrumentation, and Best Practices I Posters (2014) (0)
The geoscience knowledge system, ontology and knowledge graph for data-driven discovery: Preface (2023) (0)
MINERAL ECOLOGY: SOCIAL NETWORK ANALYSIS AND SOCIOGRAMS OF MINERAL CONNECTIONS, DISTRIBUTIONS, AND SEGMENTATION (2016) (0)
APPROACHES TO IMPROVE SEMANTIC DESCRIPTION AND REASONING CAPABILITY IN THE DEEP TIME KNOWLEDGE BASE (2020) (0)
Utilizing fuzzy logic for assessing "FAIRness" of a digital resource (2020) (0)

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Other Resources About Xiaogang Ma

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What Schools Are Affiliated With Xiaogang Ma?

Xiaogang Ma is affiliated with the following schools: