Big, Linked Geospatial Data and Its Application in Earth Observation
Integrating earth observation data with linked open data would pave the way for easy reuse and integration of these datasets. The article discusses how knowl...
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Employment relations: a data driven analysis of job markets using online job boards and online professional networks
Career websites contain valuable data on employees, their skill sets and, employment history. This article uses k-means clustering on keywords describing ski...
Suffix array
The suffix array is a memory-efficient alternative to the suffix tree which provides a sorted list of string indices indicating the string’s suffixes.
Dynamic feature scaling for online learning of binary classifiers
This article describes and evaluates different online feature scaling approaches and their impact on the performance of binary classifiers. online feature...
40 years of suffix trees
Suffix trees are used in text searching, indexing, statistics. This article describes the history, construction, current developments and applications of suf...
Data sketching
This article introduces three popular data structures that efficiently handle and summarize large data sets.
Rich Data, Poor Fields
This article shows how handheld devices and big data technology may multiply field yields and make farming more environmentally friendly.
Borg, Omega and Kubernetes
Burns, B., Grant, B., Oppenheimer, D., Brewer, E., & Wilkes, J. (2016). Borg, Omega, and Kubernetes. Commun. ACM, 59(5), 50—57. https://doi.org/10...
Social-media-based public policy informatics: Sentiment and network analyses of U.S. Immigration and border security
Chung, W., & Zeng, D. (2016). Social-media-based public policy informatics: Sentiment and network analyses of U.S. Immigration and border security. Journ...
Polarity Shift Detection, Elimination and Ensemble: A Three-Stage Model for Document-Level Sentiment Analysis
Xia, Rui, Feng Xu, Jianfei Yu, Yong Qi, and Erik Cambria. Polarity Shift Detection, Elimination and Ensemble: A Three-Stage Model for Document-Level Sentime...
A Machine-Learning Approach to Negation and Speculation Detection for Sentiment Analysis
Cruz, Noa P., Maite Taboada, and Ruslan Mitkov. A Machine-Learning Approach to Negation and Speculation Detection for Sentiment Analysis. Journal of the As...
Combining Resources to Improve Unsupervised Sentiment Analysis at Aspect-Level
Jiménez-Zafra, S. M., Martín-Valdivia, M. T., Martínez-Cámara, E., & Ureña-López, L. A. (2016). Combining resources to improve unsupervised sentiment ana...
Aspect-Based Sentiment Analysis of Movie Reviews on Discussion Boards
Thet, Tun Thura, Jin-Cheon Na, and Christopher S. G. Khoo. Aspect-Based Sentiment Analysis of Movie Reviews on Discussion Boards. Journal of Information Scie...
Topic-based content and sentiment analysis of Ebola virus on Twitter and in the news
Kim, E. H.-J., Jeong, Y. K., Kim, Y., Kang, K. Y., & Song, M. (2015). Topic-based content and sentiment analysis of Ebola virus on Twitter and in the new...
The DARPA Twitter Bot Challenge
Subrahmanian, V. S., A. Azaria, S. Durst, V. Kagan, A. Galstyan, K. Lerman, L. Zhu, E. Ferrara, A. Flammini, and F. Menczer. The DARPA Twitter Bot Challenge....