wavelet synopsis based clustering of parallel data streams
Báo cáo khoa học: "Machine-Learning-Based Transformation of Passive Japanese Sentences into Active by Separating Training Data into Each Input Particle" doc
... 1: FeaturesF1 part of speech (POS) of PF2 main word of PF3 word of PF4 first 1, 2, 3, 4, 5, and 7 digits of category number of P5F5 auxiliary verb attached to PF6 word of NF7 first 1, 2, ... supervised data. We divided the su-pervised data into closed and open data (Both theclosed data and open data had 1788 items each.).The distribution of target case particles in the data are ... method in terms of separating the training data into source parti-cles. Baseline 3 separates the training data into592 Table 6: Deletion of featuresDeleted Closed data Open data features Eval....
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Báo cáo khoa học: "Machine-Learning-Based Transformation of Passive Japanese Sentences into Active by Separating Training Data into Each Input Particle" ppt
... count-ability of English nouns from corpus data. In Proc. of 41st Annual Meeting of ACL, pages 463–470.T. Baldwin and F. Bond. 2003b. A plethora of meth-ods for learning English countability. In Proc. of 2003 ... cannot readily be included intraining data. For simplicity of implementation,they are excluded from training data (we will dis-cuss the use of these excluded data in Section 6).Note that the tagging ... most of the target nouns. Indeed, the av-erage accuracy of “Proposed” is significantly su-perior to that of “ME” at the 99% confidence level(paired t-test). This improvement is close to thatof...
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Báo cáo khoa học: "Word Clustering and Disambiguation Based on Co-occurrence Data" pdf
... state -of- the-art disambiguation method of (Brill and Resnik, 1994). 1 Introduction We address the problem of clustering words, or that of constructing a thesaurus, based on co-occurrence data. ... size of the co-occurrence data and the number of classes in the current situation. This method, based on the MDL principle, takes into ac- count both the fit to data and the simplicity of a ... thesaurus for nouns based on the history of Tn, and one for verbs based on the history of Tv. Next, we describe the procedure of 'Merge,' as it is being applied to the set of noun classes...
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Báo cáo khoa học: "A Cognitive Cost Model of Annotations Based on Eye-Tracking Data" pdf
... 5 depicts the performance of both mod-els induced from the data of annotator A and B.The coefficient of determination (R2) describesthe proportion of the variance of the dependentvariable ... respectively) of the participants. Theuneven distribution of the annotators’ attention be-comes even more apparent in a comparison of thetotal number of fixations on the different text parts:14 out of ... that is has to dealwith large amounts of (mostly irrelevant) features– a procedure which not only requires increasedamounts of training data but also is often compu-tationally very expensive.Instead,...
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Wiley Inside Information Making Sense of Marketing Data.pdf
... picture +ã Shape/direction of data/ evidence +ã Intuition judgementOrder of frequency:Comfort 42%Speed 35%Price 29%Image 28%Margin of errorNFrequency of issue ARobustnessassessed ... the role of decision-making based on properbusiness or policy objectives, and in possession of all the relevant facts.Again, this book provides practical illustrations of the dangers of misinterpretation ... sureyour data are internally consistent with other data in the dataset. Forexample, if in a survey for an airline we đnd that over three-quarters of customers were delighted with the quality of the...
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TEST RELIABILITY OF COLLECTED DATA
... VENTURE1. Name of the Joint Venture:2. Name of the Partner of the Joint Venture:3. Ownership (respective shares of the partner):4. Date of establishment:5. Type of industry:6. Total number of employeesã ... establishment:5. Type of industry:6. Total number of employeesã Number of Vietnamese:ã Number of Foreign:ã Ratio of Vietnamese to total number of people in management positions:7. Turnover:ã Total revenue ... MillionTotal # of projects : 301 - 90 -1. Managerial resources of the partner 0 1 2 3 42. Skilled manpower resources 0 1 2 3 43. Relative low unit cost of production 0 1 2 3 44. Accessibility of manufacturing...
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Parallel Data Input-Output
... chapter explains how to input and output parallel data. Among various data input and output, those of parallel data are the simplest and have a wide variety of uses. They are used for general purposes ... written to each bit of address H'FFFF12 and the resulting on/off status of the LED: 0 LED on 1 LED off All eight LEDs come initially off. Each time you press SW12, a software timer causes ... or others. Such simultaneous input/output of several-bit data is referred to as parallel data input/output and the peripheral functions for parallel data input/output are called "I/O ports",...
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Sensor-based navigation of a mobile robot in an indoor environment
... atthe University of Paris XI, Orsay in 1981.Since 1986, he is Professor at the Uni-versity of Evry and he was the Head of Electrical Engineering Department of theInstitute of Technology from ... Assistant Professor at theUniversity of Evry. In 2000, he receivedthe Habilitation à Diriger des Recherchesdiploma. He is the Head of the ElectricalEngineering Department of the Institute of Technology ... strategy.To skirt the two sides of the wall, the detection of a concave obstacle (Fig. 3) provokes the creation of an intermediate sub-goal of transition “SG[i]” at thepoint of detection and triggers...
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