combining fisher criterion and mutual information for efficient feature selection

... Bhattacharyya Hybrid Feature Selection: Combining Fisher Criterion and Mutual Information for Efficient Feature Selection Chandra Shekhar Dhir and Soo Young Lee Sensibility-Aware ... Machine Learning and Information Algebra Model Selection Method for AdaBoost Using Formal Information Criteria Daisuke Kaji and Sumio Watanabe ... demonstrated that the vQEA is efficient for integrated feature and SNN parameter optimisation in a large dimensional space and also useful for extracting unique information from the modelled data...

Ngày tải lên: 22/03/2014, 15:20

... computer and steal information • Do not randomly search for unsecured computers to attack • Hired to attack a specific computer that contains sensitive information Employees • One of the largest information ... cyberattack: – Deface electronic information to spread disinformation and propaganda – Deny service to legitimate computer users – Commit unauthorized intrusions into systems and networks that result ... personal information (name of a pet) – Using same password for all accounts – Writing the password down and leaving it under the mouse pad or keyboard – Not changing passwords unless forced to...

Ngày tải lên: 17/09/2012, 10:43

... steatosis and those without steatosis by independent t test for continuous variables and Chi-square test for categorical variables A binary logistic regression model was used to determine predictors and ... were finally confirmed by clinical presentations and pathological features The criteria for hepatic steatosis were based on the American Association for the Study of Liver Diseases Practice Guidelines ... specimen was longer than cm and had more than portal areas Specimens were fixed in buffered formalin, embedded in paraffin, and stained with hematoxylin-eosin-safran and Masson's trichrome Hepatic...

Ngày tải lên: 25/10/2012, 11:48

Ngày tải lên: 07/02/2013, 09:23

... VOL was highest for PiCC, lowest for PiDu75 MO was highest for PiCC and PiDu75, lowest for PiCT Meanwhile, CO was highest for PiDu25, lowest for PiCC and PiCT NT of PiCC, PiDu25, and PiDu50 were ... Piétrain, Du: Duroc, CC and CT: halothane genotypes Contrary to growth traits, LD and LM were highest for PiCT and PiCC; PiDu25 was lowest, simultaneously BF was thinnest for PiCT and PiCC; Pi25 was ... Summer, Autumn and Winter) were the only effects included in the model Table Results of the effect of genetic group (PiDu 25, 50 75, PiCC and PiCT) and season on growth performance and semen quality...

Ngày tải lên: 28/08/2013, 11:59

... flow and pollutant loadings with high regression coefficients This method will enable precise estimation of annual total pollutant loads for previous years and other rivers based on these data and ... was done for one year The compensated values of pollutant load during flooding became larger in the dry year of 2005, than in other years, and became the largest for TOC The values for inorganic ... River and their runoff characteristics (Ebise et al (2001, 2003, 2004 and 2006)) Here, pollutants contain organic matter, nutrients, SS and other measured substances Fig - Map of the Yodo River and...

Ngày tải lên: 05/09/2013, 09:38

... seaweed and aquaculture Midori Press, Tokyo, pp 133 - 144 Turner, M G., Gardner, R H and ÓNeill R V (2004) Landscape ecology in theory and practice: Pattern and process, Nakagoshi, N and Hara, ... water velocities at randomly selected ten U pinnatifida habitats and twenty unvegetated areas in Line and Line were conducted in September 2004 and August 2005 Each area for the measurement of ... 2003 and 2004 Strongylocentrotus nudus was the most common sea urchin, and accounted for more than 95 % of the total number of sea urchins, which were 285 and 450 ind per belt transect in 2003 and...

Ngày tải lên: 05/09/2013, 09:38

... artificially Moreover, the VF constructed wetland has high potential for nitrogen removal (Zhou and Hosomi, 2008b) Therefore, the VF constructed wetland cultivated with forage rice is a fascinating subject ... (2003) reported values of 4.8 ~ 378 /day for nitrification and 0.48 ~ 190.8 /day for denitrification, and suggested that such high values for nitrification and denitrification were caused by the ... production and water treatment and a detailed understanding of the nitrogen dynamics in VF constructed wetlands CONCLUSIONS In the experimental pots replicating VF constructed wetlands, a variety of forage...

Ngày tải lên: 05/09/2013, 09:38

... dissolved Al and Mn became lower The pH value further increased and it reached basic conditions in the reservoir, and dissolved Al and Mn were removed more from the water On the other hand, the removal ... region and periphery of the Seto Inland Sea The location of the research area and the distribution of the citrus groves in Matsuyama region are shown in Fig Matsuyama is situated in Shikoku Island ... laboratory and water quality indexes such as concentration of nutrients, organic materials, cations, anions, metals, pH, and suspended solids (SS) were determined in conformity with standard methods...

Ngày tải lên: 05/09/2013, 10:17

... indicator and the basis for calculations of heating and cooling energy demand [1] or for estimating bin data and heating and cooling degree-days at any base [2, 10, 11] Table shows the monthly and ... decade For Athens the increase in cooling demands is 28.5% and for Thessaloniki 13.2% Obviously, directly proportional to the energy demand for heating and cooling is the fuel (diesel oil) and electricity ... requirements for heating is 11.3% for Athens and 6.1% for Thessaloniki On the contrary, for the cooling period of the 1993-2002 decade, an increase of the energy demands of the building for both...

Ngày tải lên: 05/09/2013, 16:10

... (filer paper), BWX and PWSD The enzyme kinetic studies for cellulase and xylanase (Km and Vmax) were performed with 1-10 mg/ml of CMC and BWX, respectively [35] The crude cellulase and xylanase were ... literature for individual microorganisms: 27 kDa for a Thermotoga maritima cellulase [58]; 45 kDa for a B licheniformis xylanase [59]; 60 kDa for a Bacillus sp cellulase [60]; and 75 kDa for a recombinant ... incubated at 30°C and 150 rpm for 120 h During fermentation, samples were removed aseptically at regular intervals of 48 h for up to 120 h and analyzed for pH, glucose, xylose and ethanol 2.11...

Ngày tải lên: 05/09/2013, 16:11

... syntactic and semantic features of ESVs and VSVs and find out the similarities and differences between ESVs and VSVs 5.2 IMPLICATIONS In a sense, this study provides some further implications for teaching ... dictionaries and the Internet - Clarifying and choosing data of ask, demand, order, propose, recommend, request, require and suggest 11 12 - Analyzing data of ESVs and VSVs in terms of the syntactic features ... features and making a contrastive analysis to find out the similarities and differences between the syntactic features of ESVs and VSVs - Analyzing data of ESVs and VSVs in terms of the semantic features...

Ngày tải lên: 26/11/2013, 13:17

... on the syntactic and semantic features of Rand, “Harry Potter and the Chamber of Secrets” by J.K.Jowing, CORRESPOND, FIT, MATCH, and SUIT including the analysis of “Harry Potter and the Sorcerer’s ... implications for teaching and learning Vietnamese English Translation goal of this study is to investigate some syntactic and semantic features of EMVs 1.3 RESEARCH QUESTIONS What are the semantic and ... of the verbs Angela Downing and Philp Locke [11] and Graham Lock [21] to choose suitable verbs to express different meanings in English, and supply us with some information about perception verbs...

Ngày tải lên: 26/11/2013, 13:18

... problematic situations in foreign language teaching and learning as well as putting forward some suggestions for the problem Story has many versions therefore we are just responsible for the Vietnamese ... the implications of the study for teaching and behavior and so on… of some figures in Ki u’s Story; Nguy n L c learning English as a foreign language in Vietnam and translating [57, p.482-500] ... collected will be described and analyzed to find out 14 3.5 RELIABILITY AND VALIDITY the lexical and semantic characteristics Lexicologically, the The reliability of any information quoted in this...

Ngày tải lên: 26/11/2013, 13:21

... understand the meanings of these FSs or quotations, the readers not only have experience in love and its sweetness and bitterness but also understand the semantic and syntactic features and the ... samples and research procedure 6 Chapter 4: Findings and Disccussions - describes, analyzes and discusses EFLSs and their Vietnamese translation concerning semantic and syntactic features and cultural ... and revised and augmented in 1937, for its eleventh edition by Christopher and Louella), Jehiel’s Dictionary of Quotation (first published in 1881, and revised and enlarged in 1927 by Kate) and...

Ngày tải lên: 26/11/2013, 13:21

... They are truly warm and kind- a For Male (69) hearted, and want to believe the best of people In (53), (54) and (55) Mr walters was very earnest of mien, and very sincere and honest at heart ... describe the grandfather, the b For Female father, the husband and the teacher who have good behavior, In the example (59), the author describes the girl who is very thoughts, and feelings and make ... whoever (59) She loved him and she wanted him and she did not they're with Adjectival phrases, good in (69 and 70); the best, the understand him She was as forthright and simple as the truest which...

Ngày tải lên: 26/11/2013, 13:25

... Similarities and differences between English and Vietnamese idioms and proverbs The distinction between idioms and proverbs 1.1 English idioms and proverbs Proverbs represent a complete piece of information, ... vocabulary, but also to understand new and original idioms and proverbs when hear or speak it Because idioms and proverbs are a part of culture, understanding them is the key for learners to know more ... custom and culture Therefore, it is necessary and interesting to study English idioms and proverbs However, one language is different from another one Therefore, the way individual words used and...

Ngày tải lên: 11/12/2013, 23:48

... invaluable help and encouragement of my friends, and especially, the spiritual and material support of my family and my relatives However, the study still has limitations, so all suggestions and recommendations ... Other events and states III Possessive determiners with “own” used For contrast For distinguishing possessors For emphasis For pattern with ... (www.brightclub.com)  No changes in form Possessive determiners have the same form whether the noun group is singular or plural, and count and uncount There are no changes in form as in some languages...

Ngày tải lên: 11/12/2013, 23:53

... lazy and wicked Tam and Cam are two the contrast characters that stand for the good and the bad one The names Tam, Cam are used metaphorically, popular among common people to imply the good and ... and she symbolizes for Vietnamese women When her husband went soldiering, she and her son waited him from day to day on a mountain, and then she became a statue Nowadays, the statue waiting for ... linguistic books, newspaper, magazine, and from internet which have useful information for my research Furthermore, my graduation paper also bases on myself experience and my knowledge during the process...

Ngày tải lên: 11/12/2013, 23:57

... capacitance and resistance, and mechanical mass and friction, the constitutive relations for this device can be derived for the current (i) and force (F ), in terms of displacement (x) and flux linkage ... Cl (1.6) (1.7) In Equations (1.6) and (1.7) Ll and Cl represent the inductance and capacitance per unit length of the line, and ε and µ are the permittivity and permeability of the transmission ... reported in literature (Huang and Lee, 1999; Riethm¨ ller and Benecke, 1988) In Huang and Lee u (1999), for example, the difference in electrical resistance of a wide and a narrow arm in a bimorph...

Ngày tải lên: 13/12/2013, 01:15