Different from traditional methods for text classification e.g. bag-of-words features with support vector machine (SVM) or logistic regression, our method generates new features using the co-occurrence of existing features in big unlabeled data, thus incorporating richer information to overcome data sparseness and leading to more robust performance.
A growing body of evidence has shown that simultaneous analysis of nucleotide data with secondary structure information can overcome at least some of the limitations of ITS2.
(age 16, non-smoker) A second theme in discussions about increasing awareness of this risk factor for breast cancer related to the need for facts and real stories to create a personal connection with this information and overcome desensitization associated with years of anti-tobacco information.
In order to achieve this, Scaffold Hunter combines techniques from several fields such as data mining and information visualization to overcome an information overload caused by the mass of raw data.
To remedy these shortcomings, this article presents a fusion-based contrast-enhancement technique which integrates information to overcome the limitations of different contrast-enhancement algorithms.
Gray and Tao [5] proposed the Ensemble of Localized Features (ELF), each of which consisting of a feature channel, location, and binning information, to overcome the viewpoint changes.
This implies the opportunity to provide teachers and policy makers with useful information to overcome disadvantages and inequality from the earlier years of schooling.
We use the available video information to overcome uncertainties such as future user preference, type of video file (movie, cartoon, documentary), video compression technique, etc.
The establishment of nationwide or regional on-and off-line networks for full-day class teachers needs to be established so that they can share their feelings and difficulties as well as useful information to overcome the challenges they face.
In pervasive and mobile computing environments, "timely and reliable" access to public data requires methods that allow quick, efficient, and low-power access to information to overcome technological limitations of wireless communication and access devices.
