learning with labeled and unlabeled data

... alignment with limited labeled data and large amounts of unlabeled data. In this algorithm, we built an in- terpolated model by using both the labeled data 919 and the unlabeled data. This ... incor- porating the unlabeled data. In this algo- rithm, we build a word aligner by using both the labeled data and the unlabeled data. Then we build a pseudo reference set for the unlabeled data, and calculate ... the unlabeled data to improve alignment results. In fact, large amounts of unlabeled data are available without difficulty, while labeled data is costly to obtain. However, labeled data is...

Ngày tải lên: 08/03/2014, 02:21

Ngày tải lên: 23/03/2014, 17:20

... TCFP classifier with robustness from noisy data (Ko and Seo, 2004). How can labeled training data be automatically created from unlabeled data and title words? Maybe unlabeled data don’t have ... for using unlabeled data in text categorization have two directions; One builds classifiers from a combination of labeled and unlabeled data (Nigam, 2001; Bennett and Demiriz, 1999), and the ... related works, we presented two approaches using unlabeled data in text categorization; one approach combines unlabeled data and labeled data, and the other approach uses the clustering technique...

Ngày tải lên: 20/02/2014, 16:20

Ngày tải lên: 23/03/2014, 14:20

... this database and then add the size of the model database. All new databases are based on the model database. The model database has an initial size of 1 MB. A quick estimate of the user data ... uses SQL_DMO to extract the data from the database and transform the data into standard electronic data interchange (EDI) files. Answer: A. Explanation: The data will be published at the ... to generate HTML from the data returned by SELECT statements. C. Create Data Transformation Services packages that export the data from the database and place the data into tab-delimited text...

Ngày tải lên: 04/11/2013, 16:15

... package, you search for it in a database. Amazon.com is a huge database of millions of books, CDs, and other merchandise. Why PHP and MySQL? There are many database applications. I'd ... example, all of these chapters start with "PHP and MySQL Website Database Basics" and the copyright, etc. Later you need to change one word, and you have to go into 20 documents to ... replace "username" and "password" with your username and password. In line 5 you must replace "dbname" with the name of your MySQL database. In line 13 you must...

Ngày tải lên: 17/01/2014, 06:20

... 5 / 0 7 • 1 0 3 9 8 0 A E Data Center Optical Distribution Frame TrueNet ® Data Center Optical Distribution Frame with Plug -and- Play Cassettes 2 w w w . a d c . c o m • + ... 70° C (32° to 158° F) 5 / 0 7 • 1 0 3 9 8 0 A E Data Center Optical Distribution Frame TrueNet ® Data Center Optical Distribution Frame with Plug -and- Play Cassettes 3 w w w . a d c . c o m • + ... pairs MPO connector mated pairs Plug -and- Play trunks LC Adapters TFP Plug -and- Play Cassette TFP Plug -and- Play Cassette or Optical Distribution Frame Plug -and- Play Block OPTICAL SPECIFICATIONS ...

Ngày tải lên: 17/01/2014, 10:20

Ngày tải lên: 25/01/2014, 05:20

... previous work (Chiang, 2007), with differences shown in Table 2. Rules with non- terminals were extracted from a subset of the data (labeled “Core” in Table 2), and rules without non- terminals were ... parsed data and automatically word-aligned and parsed data. 1 The first line shows the num- ber of phrase-pair occurrences that are extracted in the absence of syntactic constraints, 2 and the second ... translation was proposed in the Data- Oriented Parsing literature (Poutsma, 2000; Hearne and Way, 2003) and by Eis- ner (2003). Both of these proposals are more am- bitious about handling spurious ambiguity...

Ngày tải lên: 07/03/2014, 22:20

Ngày tải lên: 08/03/2014, 16:20

Ngày tải lên: 23/03/2014, 17:20

Ngày tải lên: 25/03/2014, 10:41

Ngày tải lên: 27/05/2014, 07:46

Ngày tải lên: 31/05/2014, 01:09

Ngày tải lên: 27/06/2014, 11:20

... filled with the All Layers check box deselected Shapes filled with the All Layers check box selected Figure 10-7: Filling a section with All Layers off and on. 196 Part III: Refining and Exporting ... hundreds or thousands of tiny images. Impressive in and of itself, but when you stand back, you see that all the tiny pictures become part of one large picture. It’s all in how the mind perceives and mentally ... the program finds a border without gaps. If you aren’t careful, you can find yourself with a completely black page! You could comb over the area with your pen or marker and draw in any gaps you...

Ngày tải lên: 27/08/2012, 14:31

... tạo. Cú pháp: CREATE DATABASE database_snapshot_name ON ( NAME = logical_file_name, FILENAME = ‘os_file_name’ ) [ , n ] AS SNAPSHOT OF source_database_name [;] RDBMS and Data Management/ Session ... liệu này được tự động xóa bỏ từ đĩa khi cơ sở dữ liệu bị xóa.  Cú pháp: DROP DATABASE { database_name } RDBMS and Data Management/ Session 7/11 of 25 Cơ sở dữ liệu người dùng định nghĩa  Ví ... dữ liệu hệ thống RDBMS and Data Management/ Session 7/23 of 25 Bản chụp cơ sở dữ liệu Tạo CSDL Tạo CSDLTạo bản chụpDữ liệu được sửa đổi Bản chụp được khôi phục RDBMS and Data Management/ Session...

Ngày tải lên: 01/09/2012, 09:09

... were treated with anti- biotics and that an effect of inhalation alone and inha- lation with antibiotics could be evaluated. Of course the adequate control would have been inhalation with the diluting ... mRNA expression in sputum cells (A) and in PBMC (B) before (pre) and after (post) treatment with inhala- tion alone (p. i.) or combination of inhalation with antibiotics (p. i. + i. v.). Mean+SEM. ... Figure 3: TNFα serum protein levels before (pre) and after (post) treatment with inhalation alone (p. i.) or combined treatment with inhalation and i. v. antibiotics (p. i. + i. v.). Mean+SEM....

Ngày tải lên: 03/11/2012, 11:48

... and to warm up people in cold weather. camping When people go camping, they go into an outdoor area and sleep in a tent, cabin or camper. candle A candle is a stick of wax with ... the object and some returns. The returning echo is interpreted to determine the object's shape, direction, distance, and texture. Dolphins (and other toothed whales) and some bats ... of the face that is above the eyebrows and below the hair. hair Hair grows on all mammals. hand We can do amazing things with our hands. head We all have a head on...

Ngày tải lên: 16/04/2013, 23:27

... Topic4: MY NEIGHBORHOOD PERIOD 14. PRESENT PERFECT WITH SINCE AND FOR A. Revision: The Present Perfect Tense 1. Form - Affirmative: S + has/have +V3/ed…. ... working here a year ago and still works here.) - We do not use for + all (all day/all my life etc.): * I've lived here all my life. (not 'for all my life') - Since with the point in ... night. 5 Terry (clean)__________ the lawn tomorrow. 6 John and I (be)______________ pen pals for nearly 3 years. 7 Maryam (stay)____________ with us at the moment. ...

Ngày tải lên: 08/07/2013, 01:27