Spatial Outlier Detection: Data, Algorithms, Visualizations.

RESEARCH INTERESTS My research focuses on Data Mining, Machine Learning and Distributed Systems Data Mining: data integration, semantic data mining, geospatial data mining, knowledge graph embedding, natural language processing. (1)(2)(3)(4).

Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges Abstract: Big data has now become a strong focus of global interest that is increasingly attracting the attention of academia, industry, government and other organizations. Big data can be classified in the disciplinary area of traditional geospatial data handling theory and methods. The increasing volume and.

The purpose of this study was to analyze geospatial information (GI) research trends using text-mining techniques. Data were collected from 869 papers found in the Korea Citation Index (KCI) database (DB). Keywords extracted from these papers were classified into 13 GI domains and 13 research domains. We conducted basic statistical analyses (e.g., frequency and time series analyses) and.

Spatial data mining is the application of data mining to spatial models. In spatial data mining, analysts use geographical or spatial information to produce business intelligence or other results. This requires specific techniques and resources to get the geographical data into relevant and useful formats.

Geo-spatial data mining is a process to discover interesting and potentially useful spatial patterns embedded in spatial databases. Efcient tools for extracting information from geo-spatial data sets can be of importance to organizations which own, generate and manage large geo-spatial data sets.

Role of Geospatial Technology in Environmental Sustainability in Nigeria-An Overview Njike CHIGBU and Daniel ONUKAOGU, Nigeria KEYWORDS: Geospatial Technology, EnvironmentalSustainability, Poverty Eradication and climate change SUMMARY The world as a whole is becoming highly geospatially-enabled and there is the need to study.

GIS AND SPATIAL DATA ANALYSIS: CONVERGING PERSPECTIVES Michael F. Goodchild1 and Robert P. Haining2 1. INTRODUCTION We take as our starting point the state of geographic information systems (GIS) and spatial data analysis 50 years ago when regional science emerged as a new field of enquiry. In the late 1950s and 1960s advances in computing.

A lot of data mining research focused on tweaking existing techniques to get small percentage gains The Data Mining Process Generally, data mining process is composed by data preparation, data mining, and information expression and analysis decision-making phases, the specific process as shown in fig.1(5). Fig.3: General process of Data Mining. ISSN 2249-6343 International Journal of.

Generally, we invite contributions related - but not limited - to any of the topics outlined above and which clearly relate to UGC and UGB and data science for management using research approaches such as data mining, social network analysis, knowledge discovery, sentiment analysis, big data, machine learning approaches, Virtual Reality (VR.

Educational data mining (EDM) is a research area which utilizes data mining techniques and research approaches for understanding how students learn. Interactive e-learning methods and tools have opened up opportunities to collect and scrutinize student data, to ascertain patterns and trends in those data, and to formulate new discoveries and.

The dissertation research problems presented at the workshop are described in the following three sections on Data Mining, Databases and Information Retrieval respectively. Although there are overlapping research issues in many of these papers, they are divided into these categories based on their primary contributions.

Remediation Data Management Plans: a tool for recovering research data from messy, messy projects - by Clara Llebot Lorente from OSU Libraries and Press, Oregon State University, United States of America; Secure Data For The Future - A Risk Assesment - by Bendik Bryde, Roberto Gonzalez Siguero, both from Piql.com in Norway.