impersonal views in supervised

... Software Accuracy Baseline Transductive SVM Self-training Co-training with random views Co-training and single classifier Co-training and combined classifier Using 5% labeled data as training data 0.69 0.747 0.584 0.525 0.67 0.653 0.626 0.55 0.564 0.683 0.495 0.615 0.8675 0.7855 0.7 0.601 0.45 0.55 0.65 0.75 0.85 B oo k D VD E le ctro nic K itc hen H ealt h N etwor k P et S oftwar e Accuracy Using ... for unsupervised mining personal and impersonal sentences from a training data 4 Employing Personal /Impersonal Views in Supervised Sentiment Classification After unsupervised mining of ... training phase. 5 Employing Personal /Impersonal Views in Semi -Supervised Sentiment Classification Semi -supervised learning is a strategy which combines unlabeled data with labeled training...

Ngày tải lên: 07/03/2014, 22:20

... v2.0 - Lab 5.1.6 Copyright  2002, Cisco Systems, Inc. Lab 5.1.6: Changing File Views in Windows (showing file extensions) Estimated time: 20 Minutes Objective Upon completion of this lab, ... Systems, Inc. Troubleshooting Changing a file view customizes the preferences. Also, important details and system files can be viewed using advanced options in the Folder Options window. System ... display for the files. In this lab, the student will change the File view to the preferred view. Procedures Changing the file view in Windows can reveal important information about files and...

Ngày tải lên: 18/01/2014, 05:20

... degrades when the domain of the test set differs from the do- main of the training set, in part because the test set includes more OOV words and words that appear only a few times in the training set (henceforth, rare ... following hypotheses in our experi- ments: 1. Smoothing can improve the performance of a supervised sequence labeling system on words that are rare or nonexistent in the training data. 2. A supervised ... contains journal articles from bio- chemistry (40,727 sentences). We focus on chunks that begin with words appearing 0-2 times in the labeled training data, and appearing at least ten times in...

Ngày tải lên: 17/03/2014, 01:20

Ngày tải lên: 30/03/2014, 13:20

Ngày tải lên: 31/03/2014, 21:20

Ngày tải lên: 24/04/2014, 16:27

... chiropractic educational institution offering a training program coor- dinated by a medical physician. However, this is in its infancy and much needs to be worked out. This does indi- cate a growing level of interest ... education in musculoskeletal chest pain. Interestingly, concern was also raised by participants that the current training in medical schools was inadequate, and that in part this was due to instructors ... chest pain. In order for chiropractors to have a role in managing chest pain from the point of entry, they must acquire and demonstrate competence in diagnosing the complaint. Chest pain can have...

Ngày tải lên: 25/10/2012, 10:06

... Participants and Circumstances described in the text. Transitivity provides us with the potential to group the infinite variety of occurrences into a finite set of process types, namely Material, ... the Ideational Metafunction. The principle of transitivity was expressed by Iwamoto (1995) in terms of “who does what to whom, when, where and how”. Put it in other words, this system concerns ... 2 % 8     $  (&' &' &' &8'  '  &$'   )  $ $ % 4   0 $  Views of America’s war on terrorism in Vietnamese newspapers 20 0 <  "...

Ngày tải lên: 06/02/2014, 14:46

... 2006. c 2006 Association for Computational Linguistics The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation Michaela Atterer Institute for NLP University of Stuttgart atterer@ims.uni-stuttgart.de Hinrich ... Stuttgart atterer@ims.uni-stuttgart.de Hinrich Sch¨utze Institute for NLP University of Stuttgart hinrich@hotmail.com Abstract We investigate the effect of corpus size in combining supervised and unsuper- vised learning for ... Unlabeled Data in Ma- chine Learning and Data Mining, ICML. Mark Johnson and Stefan Riezler. 2000. Ex- ploiting auxiliary distributions in stochastic unification-based grammars. In NAACL. David...

Ngày tải lên: 20/02/2014, 12:20

... strings (we will come back to word strings in section 5). Each corpus was divided into 10 training/test set splits of 90%/10% (n-fold testing), and each training set was randomly divided into ... believe that our result is quite promising for the future of unsupervised parsing. In putting our best f-score in table 4 into perspective, it should be kept in mind that the gold standard trees ... Times in the NANC corpus, and finally we will mix all data together for inducing a U-DOP* model. From Penn’s WSJ, we only use sections 2 to 21 for training (just as in supervised parsing)...

Ngày tải lên: 20/02/2014, 12:20

... Reflecting views 11 Key ndings Deloitte Business Sentiment Index - Reflecting views 3 I am pleased to introduce the first Deloitte Business Sentiment Index (DBSI) – a groundbreaking survey of the views ... companies. Business Sentiment Index Do great minds think alike? Views from executives in Central Europe Central Europe / 1 st edition / September 2009 Deloitte Business Sentiment Index - Reflecting views ... sectors in Central Europe. Bela Seres Managing Partner Financial Advisory Deloitte Central Europe 2 Deloitte Business Sentiment Index goes a long way in discovering the current thinking of...

Ngày tải lên: 06/03/2014, 19:20

... Trafficking in human beings Human trafficking is on the rise in SSA, and is already very harmful. The chief dynamics of trafficking in the region include trafficking in children, mainly for ... developing migration data. These include: • Promoting and disseminating population research; • Capacity building in the region; • Mobilising resources for population studies; • Incorporating population ... overbalancing job markets. In the United States, there is a continuing search for how to deal with immigration from Latin America in ways that will be just, and will also sustain continuing economic...

Ngày tải lên: 07/03/2014, 11:20

... reproducible research in this area. Topics for future work in- clude the incorporation of other kinds of semantic constraint for improved class-instance acquisition, further investigation into per-node ... end up acquiring all the labels injected into the graph. This is undesirable for two reasons: (1) for ex- periments involving a large numbers of classes (as in the previous section and in the general ... various sources. In this section, we ex- plore whether class-instance assignment can be improved by incorporating new semantic con- straints derived from (instance, attribute) pairs. In particular,...

Ngày tải lên: 07/03/2014, 22:20

... was ranked on a 103 point scale for nine components including: • enforceability (25 points) • administration (10 points) • copyright (12 points) • patents (17 points) • trademarks (9 points) • trade ... legal protection when making decisions on marketing particular products in specific countries or in entering into licensing arrangements, partnerships, joint ventures etc., in such countries? That ... challenge, certainly to the countries, as well as highlighting the fact that there is no international body responsible for assisting in legal reform. Indeed, according to knowledgeable individuals,...

Ngày tải lên: 13/03/2014, 22:07

... Darin Lewis and Judith Price, and Major Ervin Eddings, for their support and assistance in conducting this research. We also thank the individuals who helped coordinate site visits, including ... (TRADOC) institutions—the maneuver combat training centers—introduced after-action reviews (AARs). e same Study Participants and Methods 17 about more than tactical training; we did so by adding ... physical training ROTC Reserve Officers’ Training Corps S-3 operations staff officer SOP standard operating procedure TEWT tactical exercise without troops TRADOC U.S. Army Training and Doctrine Command XO...

Ngày tải lên: 15/03/2014, 21:20

... generating training data for ME modeling and present examples of training and testing data obtained from a medical sub-domain of rheumatology. Finally, I will discuss the training and testing process ... is composed of training and testing data for 6 abbreviations (NR, PA, PN, BD, INF, RA), where each training/testing subset contains only one abbreviation per corpus. resulting in six subsets. Table ... features discussed in this paper. the heading of the section in which an abbreviation expansion was found. 3.2 Generating simulated training data In order to generate the training data, first,...

Ngày tải lên: 17/03/2014, 08:20

... Shimbun, Inc. Tadashi Nomoto and Yuji Matsumoto. 2000. Comparing the minimum description length principle and boosting in the automatic analysis of discourse. In Proceedings of the Seventeenth International ... Yoo. 2001. Generalized clustering, supervised learning, and data assignment. In Proceedings of the Seventh International Conference on Knowledge Dis- covery and Data Mining (KDD2001), San Francisco, August. ... to embedding supervised learn- ing within a general unsupervised framework. In the A y B x Figure 3: Hypothetical Data Space paper, we focused on the use of decision tree as a plug -in learner....

Ngày tải lên: 17/03/2014, 08:20

... especially in English-speaking countries, about children’s participation in clinical decision- making, little was known about children’s experience of health care more broadly, including their involvement ... important’) • Having treatment explained in advance/being prepared – 44.1% • Being able to understand what the doctor is saying – 49/1% • Being able to ask questions – 44.6% • Being listened to ... Not being afraid – 48.7% • Not being in pain – 60.1% • Other categories – 77.6%. In respect of the open-ended ‘other categories’, the following were among the most popular answers: being...

Ngày tải lên: 17/03/2014, 17:20

Ngày tải lên: 23/03/2014, 17:20