boosting statistical word alignment using labeled and unlabeled data

... exploiting unlabeled and likely labeled data We use the initial model, which is only trained on TP+TN data (see Figure 2), as the baseline configuration To exploit unlabeled data and likely labeled data, ... require labeled data, and the more labeled data available, the more reliable they become Although many PPI databases with large numbers of labeled articles are available, incorporating these databases ... ineffective likely-positive data and selects effective likely-negative data from unlabeled data Finally, we explain how we exploit the selected likely-positive and negative data Support vector machines

Ngày tải lên: 02/11/2022, 10:38

... or more of these data levels There are two sources of data which we call in-house data and curated data In-house data comprise raw data that we downloaded and analyzed Curated data comprise analyzed ... of ranks enables comparing and combining data over multiple data sets, data types, and measurement technologies as well as between numerical, ordinal and categorical data [20] In addition, rank-based ... comparison of data over multiple data sets, data types, and measurement technologies KEGGDrug, DrugBank and Gene Ontol-ogy are stored in the database as described in Additional file 1 and by [37]

Ngày tải lên: 24/11/2022, 17:45

... 2002. Y He and S Young Semantic processing using the Hidden Vector State model Computer Speech & Language, 19 (1):85–106, 2005. A Isard, C Brockmann, and J Oberlander Individuality and alignment ... sizes, using random sampling and active learning Differences for training set sizes of 20 and 40 are all significant (p < 05) While most previous work on trainable NLG re-lies on a handcrafted ... that training using active learning significantly im-proves generation performance on sparse datasets, yielding results close to the human gold standard using a fraction of the data semantic

Ngày tải lên: 17/03/2014, 00:20

... reader to the section “Alignment of reads and variant calling of cassava the data was generated and the quality filters applied The data The WGS data consist of both AD data and called geno-types ... A R T I C L E Open AccessA statistical framework for detecting mislabeled and contaminated samples using shallow-depth sequence data Ariel W Chan1* , Amy L Williams2and Jean-Luc Jannink3 Abstract ... HTS data We examined the effect of read depth, the number of sites analyzed (L), and minor allele frequency (MAF) at the Lsites on algorithmic performance, using both real and simulated data

Ngày tải lên: 25/11/2020, 13:02

... of their data and present it in an understandable fashion.This book presents a comparison of two of the available languages to execute data analysis and statistical analysis, R language and also ... professionals Nowadays, it is standard procedure to include some statistical analysis when the scientific study involves data There is a high influence and demand for statistical analysis in today’s ... to using R and Python for statistical data analysis / by Rui Sarmento and Vera Costa Description: Hershey PA : Information Science Reference, [2017] | Includes bibliographical references and

Ngày tải lên: 25/08/2021, 15:43

... a movie, and the movie’s class This would define what data is associated with the movie, and what functions it can perform. To make an external ActionScript file, choose File, New, and select ... explanation of the stage, timeline, library, and other Flash workspace elements and tells you how to handle the Flash interface. Trang 10sec-Display Objects and sec-Display ListsWe’ve already discussed ... every ActionScript command There is so much that it is difficult touse for standard commands, but can be useful to find more obscure ones ● Find Use this to open the Find and Replace dialog box

Ngày tải lên: 29/09/2013, 19:20

... session,request, and response objects easily, and there is a portlet JSP tag library to makesome tasks easy In these cases, the portlet is going to act as a controller, and handle incomingaction and render ... J2EEapplication Existing servlets and JSP will probably need to be edited to conform espe-to the portlet markup rules for a content fragment In this chapter, we discussusing servlets and JSP with a portlet ... examines using the portlet request dispatcher, which is used to include servlets or JSP inside the portlet The portlet passes its render requestand response objects to the servlet or JSP, and we

Ngày tải lên: 05/10/2013, 04:20

... instruction LDW loads a 32-bit word Two paths using D1 and D2allow for the loading of data from memory to registers A and B using theinstruction LDW The double-word load floating-point instruction ... of code or data named my_buffer The directives text and data indicate a section for text and data, respectively Other assembler directives, such as ref and def, are used for undefined and defined ... ifthe data accessed are in different memory banks Separate buses for program, data,and direct memory access (DMA) allow the C6x to perform concurrent programfetches, data read and write, and DMA

Ngày tải lên: 17/10/2013, 19:15

... filter and the edges of both passbands and stopbands are fixed, andthe coefficients are varied to provide this equiripple approximation This minimizesthe ripple in both the passbands and the stopbands ... the frequency-selective filters: lowpass, highpass, bandpass, and bandstop for which the coefficients C n = C -ncan be found Trang 12or bandpass).Exercise 4.3: Lowpass FIR Filter We will find ... accuracy, and less sensi-tivity to temperature and aging Stringent magnitude and phase characteristics can be realized with a digital filter Filter characteristics such as center frequency, width, and

Ngày tải lên: 24/10/2013, 09:15

... passbands and stopbands, respectively.For a given specification, these filters are of lower order than Butterworth-typefilters, which have monotonic responses in both passbands and stopbands ... time n + 1 isand so on, for time n + 2, n + 3, , when for each specific time, a new input sample is acquired and the delay variables and then the output are calculated using (5.10),and (5.11), ... b[i][0] and b[i][1] correspond to b1and b2, respectively;where i represents each stage The delays dly[i][0] and dly[i][1] correspond to u(n - 1) and u(n - 2), respectively Trang 12IIR BandstopThe

Ngày tải lên: 28/10/2013, 16:15

... Australia and Asia, Wiley is globally committed to developing and marketing print and electronic products and ser- vices for our customers’ professional and personal knowledge and understanding ... terms These include bottoms and tops, support and resistance, and accumulation and distribution. Float analysis also allows us to create a model of price, volume, and tradeableshares activity.As ... variouspatterns or formations of support and resistance as well as giving us buyand sell signals To better understand how they generate buy and sell signals and allow us to find excellent trading

Ngày tải lên: 04/11/2013, 10:15

... View Æ Watch Window and insert the two expressions j and out (right click on the Watch window) Click on +out to expand and view out[0] and out[1] that represent the real and imaginary components, ... values of N For example, for N= 64, represented by six bits, the first and sixth bits, the second and fifth bits,and the third and fourth bits are swapped Several examples in this chapter illustrate ... in Figure 6.3, again using N= 8 to illustrate The upper section of the output sequence in Figure 6.2 yields the sequence X(0) and X(4) in Figure 6.3, ordered as even X(2) and X(6) from Figure

Ngày tải lên: 07/11/2013, 10:15

... Figure 7.5 and is illustrated in Refs 1, 3, and 4using the C31 processor (b) Adaptive channel equalization, used in a modem to reduce channel dis-tortion resulting from the high speed of data transmission ... including adaptive echo andnoise cancellation, equalization, and prediction.Other variants of the LMS algorithm have been employed, such as the sign-errorLMS, the sign-data LMS, and the sign-sign LMS ... Filter Using C Code Compiled with This example applies the LMS algorithm using a C-coded program compiled withBorland C/C++ It illustrates the following steps for the adaptation process usingthe

Ngày tải lên: 07/11/2013, 10:15

... size You also can use word-wide optimization byloading/accessing 32-bit word (int) data rather than 16-bit half-word (short) data.You can then process lower and upper 16-bit data independently.If ... about alignment of pointers and arrays and of valid mization schemes, such as word-wide optimization opti-6 uint_lo(double) and uint_hi(double) obtain the low and high 32 bits of a double word, ... branching. 4 Use word-wide data to access a 32-bit word (int) in lieu of a 16-bit half-word (short) 5 Use software pipelining, illustrated in Section 8.5. 8.4 PROGRAMMING EXAMPLES USING CODE OPTIMIZATION

Ngày tải lên: 14/12/2013, 14:15

... band, 0 to 4 kHz, and a high-low-frequency band, 4 to 8 kHz The low- and high-frequency signals are encoded separately by dynamically quantizing an adap-tive predictor’s output error The low and ... signal sampled at 16 kHz and separates it into a low band and a high band The filter coefficients represent a 4-kHz lowpass filter The sampled signal is separated into odd and even samples, with ... encoded with 6 and 2 bits, respectively As long as the error signal is small, a negligible amount of overall quantization noise and good performance can be obtained The low- and high-band bits are

Ngày tải lên: 14/12/2013, 14:15

... Attribute Values Using Joins and Attribute Flow Rules Trang 2Information in this document is subject to change without notice The names of companies, products, people, characters, and/or data mentioned ... characters, and/or data mentioned herein are fictitious and are in no way intended to represent any real individual, company, product, or event, unless otherwise noted Other product and company ... namespace namespace entries and their corresponding entries in the metaverse namespace Note Note Trang 8Linking Entries Manually Select an entry and copy and paste, or drag and drop it to the desired

Ngày tải lên: 21/12/2013, 19:15

... land“literary texts are Who said: “Two vast and trunkless legs of stone Stand in the desert… Near them, on the sand Half sunk, a shattered visage lies, whose frown, And wrinkled lip, and ... of cold command. … Nothing beside remains Round the decay Of that colossal wreck, boundless and bare The lone and level sands stretch far away.” (Percy Bysshe Shelley, Ozymandias) In ... saw Trang 15the frown and wrinkled lips, and sneer of old command These things make usthink of parts of a statue, which has been damaged The words “literary texts arevast” and “literary texts arecolossal”

Ngày tải lên: 22/12/2013, 12:59

... “Discussion and Major Findings” which results from the survey of the situation of learning and teaching English Speaking and using Trang 13Chapter 3 named as “Suggested Dialogue and Drama Activities ... comprehensionand allows the learners to concentrate on the task and understand why they do it 1.2.4.2 Principles for Intermediate and Advanced levels The first principle is to focus on and work toward ... periods, and cultures promotes compassion and tolerance for other’ feelings and viewpoints  Concentration: Playing, practising, and performing develop a sustained focus of mind, body, and voice,

Ngày tải lên: 27/12/2013, 20:26

... Difficult and abstract words Difficult and abstract words are long words, words related to things that do not exist in pupils’ country and culture, words whose meanings are similar and words whose ... words is understandable In a short time, teachers can not make each word clear for pupils Words need to be revised and tested And time should be added for each word This means the number of words ... teachers and pupils towards teaching and learning vocabulary, towards the use of games and songs in classrooms and the situation of using games and songs in high schools in Ha Tinh and Nghe An

Ngày tải lên: 27/12/2013, 20:26

... (megabytes) of synchronous dynamic RAM(SDRAM) and 128 kB (kilobytes) of flash ROM Two connectors on the boardprovide input and output and are labeled IN (J7) and OUT (J6), respectively Three of the ... Real-time analysis can be performed using real-time data exchange (RTDX)associated with DSP/BIOS (Appendix G) RTDX allows for data exchange betweenthe host and the target and analysis in real time without ... debuggingfeatures are available, including setting breakpoints and watching variables, viewingmemory, registers, and mixed C and assembly code, graphing results, and monitor-ing execution time One can step through

Ngày tải lên: 26/01/2014, 07:20