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Efficient algorithms for embedded tactile data processing
This chapter presents a survey of the existing algorithms and tasks applied for tactile data
processing. The presented algorithms and tasks include machine learning, deep learning …
processing. The presented algorithms and tasks include machine learning, deep learning …
Evaluation of machine learning frameworks on bank marketing and higgs datasets
Big data is an emerging field with different datasets of various sizes are being analyzed for
potential applications. In parallel, many frameworks are being introduced where these …
potential applications. In parallel, many frameworks are being introduced where these …
Exploiting efficient and effective lazy Semi-Bayesian strategies for text classification
Abstract Automatic Document Classification (ADC) has become the basis of many important
applications, eg, authorship identification, opinion mining, spam filtering, content organizers …
applications, eg, authorship identification, opinion mining, spam filtering, content organizers …
Parallel lazy semi-naive bayes strategies for effective and efficient document classification
Automatic Document Classification (ADC) is the basis of many important applications such
as spam filtering and content organization. Naive Bayes (NB) approaches are a widely used …
as spam filtering and content organization. Naive Bayes (NB) approaches are a widely used …
Exploring hybrid parallel systems for probabilistic record linkage
Record linkage is a technique widely used to gather data stored in disparate data sources
that presumably pertain to the same real world entity. This integration can be done …
that presumably pertain to the same real world entity. This integration can be done …
Accelerating the big data analytics by gpu-based machine learning: A survey
Today a large volume of structured and unstructured data is being generated online; the
main sources for big data are social media profiles, MOOC (massive open online courses) …
main sources for big data are social media profiles, MOOC (massive open online courses) …
Performance improvement algorithms in big data analysis
This article describes the study results of development methods and algorithms for
performance improvement in the big data analysis and training of machine learning models …
performance improvement in the big data analysis and training of machine learning models …
Acceleration of Naive-Bayes algorithm on multicore processor for massive text classification
Naive-Bayes algorithm acts as a key baseline of massive text classification, which is widely
used in fields of detecting spam, online marketing and so on. Multicore processor is a …
used in fields of detecting spam, online marketing and so on. Multicore processor is a …
Detection and filtering system for DNS water torture attacks relying only on domain name information
T Yoshida, K Kawakami, R Kobayashi… - Journal of Information …, 2017 - jstage.jst.go.jp
Water torture attacks are a recently emerging type of Distributed Denial-of-Service (DDoS)
attack on Domain Name System (DNS) servers. They generate a multitude of malicious …
attack on Domain Name System (DNS) servers. They generate a multitude of malicious …
[PDF][PDF] Large-Scale Arabic Text Classification Using MapReduce
MM Abushab, RS Baraka - The 18th International Arab Conference on …, 2017 - acit2k.org
Text classification on large-scale real documents has become one of the most core
problems in text mining. For English and other languages many text classification works …
problems in text mining. For English and other languages many text classification works …