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[HTML][HTML] A recent overview of the state-of-the-art elements of text classification
The aim of this study is to provide an overview the state-of-the-art elements of text
classification. For this purpose, we first select and investigate the primary and recent studies …
classification. For this purpose, we first select and investigate the primary and recent studies …
Patent retrieval: a literature review
With the ever increasing number of filed patent applications every year, the need for effective
and efficient systems for managing such tremendous amounts of data becomes inevitably …
and efficient systems for managing such tremendous amounts of data becomes inevitably …
[HTML][HTML] The role of mobile technology in tourism: Patents, articles, news, and mobile tour app reviews
The purpose of this research is to identify the status and role of mobile technology in
achieving sustainable and smart tourism, and to suggest future research and strategy …
achieving sustainable and smart tourism, and to suggest future research and strategy …
[HTML][HTML] Innovating patent retrieval: a comprehensive review of techniques, trends, and challenges in prior art searches
As the patent landscape continues to grow, so does the complexity of retrieving relevant
“prior art”,“background art”, or “state of the art” from an expanding pool of publicly available …
“prior art”,“background art”, or “state of the art” from an expanding pool of publicly available …
An ensemble framework for patent classification
An important task when a patent application arrives at a patent office is to assign one or
more classification codes. This manual, intellectually demanding task needs to be supported …
more classification codes. This manual, intellectually demanding task needs to be supported …
A novel patent technology characterization method based on heterogeneous network message passing algorithm and patent classification system
Patents are widely recognized as important data for generating innovation. Accurate and
rational characterizing patent technology content is a prerequisite for applying innovation …
rational characterizing patent technology content is a prerequisite for applying innovation …
Screening patents of ICT in construction using deep learning and NLP techniques
Purpose This study proposes an approach to solve the fundamental problem in using query-
based methods (ie searching engines and patent retrieval tools) to screen patents of …
based methods (ie searching engines and patent retrieval tools) to screen patents of …
Automated single-label patent classification using ensemble classifiers
Many thousands of patent applications arrive at patent offices around the world every day.
One important task when a patent application is submitted is to assign one or more …
One important task when a patent application is submitted is to assign one or more …
Machine learning methods for results merging in patent retrieval
Purpose In federated search, a query is sent simultaneously to multiple resources and each
one of them returns a list of results. These lists are merged into a single list using the results …
one of them returns a list of results. These lists are merged into a single list using the results …
[HTML][HTML] Empirical evaluation of feature projection algorithms for multi-view text classification
This study aims to propose (i) a multi-view text classification method and (ii) a ranking
method that allows for selecting the best information fusion layer among many variations …
method that allows for selecting the best information fusion layer among many variations …