a generalized vector space model

... semantic contribution factor Table Area under ROC curves (AUCs) on the H sapiens PPI dataset CC BP MF Complete dataset Partial dataset Complete dataset Partial dataset Complete dataset Partial ... data distribution before and after the removal S cerevisiae H sapiens Positive Negative Complete dataset Partial dataset Complete dataset Positive Partial dataset Complete dataset Negative Partial ... Resnik, Lin, Jiang, Schlicker, and SimGIC on the S cerevisiae PPI datasets CC VSM BP MF Complete dataset Partial dataset Complete dataset Partial dataset Complete dataset Partial dataset 3% 3% 6%

Ngày tải lên: 25/11/2020, 15:42

... restart algorithm on a dataset composed of known miRNA-disease associations and miRNA-miRNA functional similarities Later, they enriched their dataset with data regarding disease similarities and ... information that is attached to miRNAs and diseases Our basic approach represents distributional information on miRNAs and diseases in a high-dimensional vector space20,21 and defines the associations ... (AUC) (an AUC of reflects perfect classification and an AUC of 0.5 indicates random classification)24 MiRAI was tested on the 83 human diseases that are stored in the human miRNA-disease database

Ngày tải lên: 04/12/2022, 15:53

... Applied Mathematics, Heldermann, Berlin, Germany, 1989 [8] M G Kre˘n and M A Rutman, “Linear operators leaving invariant a cone in a Banach space,” ı American Mathematical Society Translations, ... Journal of Inequalities and Applications the solvability of abstract second-kind equations of type (1.1) in a Banach space with a normal cone, we refer, for example, to [2] Definitions, notation, and ... Corollary 4.5(b) can be applied As it was said above (see Remark 4.3), in the case where K is a cone, Theorems 4.1, 4.2, and their corollaries guarantee that (1.1) has at most one solution Note again

Ngày tải lên: 22/06/2014, 18:20

... BASED ON A STATE-SPACE MODEL 4.1. State-space model The state-space approach has been widely applied to the analysis of dynamic systems, which involve estimating the state of a system which changes ... units aims at describing similar characteristics at a certain perspective among relevant images. We present the details of our proposed approach based on a state-space model for interactive image ... contain a wide range of contents, such as landscapes, ani- mals, plants, and buildings. These data categories are classi- fied according to human concepts such as “beautiful rose,” “autumn,” and

Ngày tải lên: 22/06/2014, 19:20

... municipal solid waste: Part B: Emission and cost estimates Waste Manage 25 (2), 137–148 Da Nang Bureau of Statistics, 2011 Municipal Solid Waste Management at Danang City (in Vietnamese) Danang ... remain at the station Current waste quantity of a vehicle in a time window must be smaller than its capacity Waste quantity at a site in a time window is larger than or equal to the total waste quantities ... The arriving time of a hook-lift at a transfer station is greater than its departure time at the deport The arriving time of a hook-lift at a transfer station is smaller than that at the landfill

Ngày tải lên: 16/12/2017, 04:43

... [2] A Abanda, U Mori, J A Lozano (2019), “A review on distance based time series classification”, Data Mining and Knowledge Discovery, vol 33, pp 378412 [3] C Faloutsos, M Ranganathan, Y Manolopoulos ... sequence taken at successive equally spaced points in time It has been applied in many different domains such as industries, health, weather and finance Time series analysis plays an important role ... Piecewise Aggregate Approximation Xấp xỉ gộp đoạn PAA Symbolic Aggregate Approximation Gộp ký hiệu hóa SAX Term Frequency Tần số từ tf Vector Space Model Mơ hình không gian vector VSM A1 BẢNG THUẬT

Ngày tải lên: 02/03/2021, 20:40

... et al [8] compared state-space models, fuzzy logical models, and Baysian network models for gene regulatory networks Rangel et al [9, 10] apply state-space modeling to T-cell activation data The ... Saskatchewan, Saskatoon, SK, Canada S7N 5C9 of Mechanical Engineering, University of Saskatchewan, Saskatoon, SK, Canada S7N 5A9 Division of Biomedical Engineering, University of Saskatchewan, Saskatoon, ... matrix elements are estimated by resampling with replacement as many as 200 times This approach, however, has a severe limitation for application to microarray data because most currently available

Ngày tải lên: 21/06/2014, 20:20

... 14R15, 15A03 Abstract It is well known that a square zero pattern matrix guarantees non-singularity if and only if it is permutationally equivalent to a triangular pattern with nonzero diagonal entries ... finite-dimensional vector space V from among a set of vectors X generated combinatorially, when it is not readily apparent how to order X or a canonical spanning set of V in a convenient way The motivation ... The Graph Method It is well known that a square zero pattern matrix guarantees non-singularity if and only if it is permutationally equivalent to a triangular pattern with nonzero diagonal entries:

Ngày tải lên: 07/08/2014, 21:21

... Sri Lanka The author wishes to thank Dr Nandalal Weerasinghe, Mr K.D Ranasinghe, Mrs Swarna Gunaratne, Mr K.M.M Siriwardena and Dr Chandranath Amarasekara of the Central Bank of Sri Lanka for their ... support and encouragement The author also wishes to thank Dr Chandranath Amarasekara, Dr (Mrs.) Hemantha Ekanayaka and Dr Hao Hong for their valuable comments The views expressed in this paper are ... Perera and Wickramanayaka (2013) assessed the effectiveness and the relative importance of different transmission channels in Sri Lanka Based on monthly and quarterly aggregate and disaggregate data,

Ngày tải lên: 18/06/2016, 20:57

... interpreted Each source of information and each agent that manipulates the information generally introduce a factor of uncertainty regarding the accuracy of the information Uncertainty is a natural part ... as a simple C2 model, analysis of the model suggests appropriate metrics to evaluate the performance of a commander’s C2 system Each piece of this model has a probability associated with it assuming ... where many of the activities are not specifically target related One of the challenges of this new approach is that performance data may not exist Asking a military planner, “What is the probability

Ngày tải lên: 19/10/2022, 03:40

... heat-transfer surface areas ( F1 and F2 ) of high- and lowtemperature heat exchangers are finite The total heat transfer surface area ( F ) of the two heat exchangers is assumed to be a constant: ... heat transfer law, including generalized convective heat transfer law and generalized radiative heat transfer law, Q ∝ ∆(T n )m , is derived by taking an ecological optimization criterion as the ... irreversible Carnot engine with heat resistance and heat leakage losses [59, 60] Figure The model of a generalized irreversible Carnot heat engine Generalized optimal characteristics The second law of

Ngày tải lên: 05/09/2013, 15:28

... office, as has happened sometimes in Africa Apart from this one exception it is probably fair to say that savings banks may have a particularly favourable balance of formality versus informality ... have a postal savings bank, although in some cases this will be a department of the national post rather than a separately established bank s A variation of this is a separately ... savings mandate that are common throughout East Asia and some parts of Latin America Clearly the regional characterisations of these different models are somewhat arbitrary but are presented

Ngày tải lên: 06/03/2014, 10:20

... schemes for statistical machine translation. In NAACL. H. Hassan, K. Sima’an, and A. Way. 2007. Supertagged phrase- based statistical machine translation. In ACL. M. Johnson. 2003. Learning and parsing ... Translation Models Factored transla- tion models (Koehn and Hoang, 2007) facilitate a more data-oriented approach to agreement modeling. Words are represented as a vector of features such as lemma and ... Khudanpur, A. Sarkar, K. Yamada, A. Fraser, et al. 2004. A smorgasbord of features for sta- tistical machine translation. In HLT-NAACL. F. J. Och. 1999. An efficient method for determining bilingual word

Ngày tải lên: 16/03/2014, 19:20

... value of k, and the necessary length of the hashed array, to achieve any desired bound on the error rate. In general, the hashed array can be much smaller than the original unhashed ar- ray (Bloom, ... filter language models: Tera-scale LMs on the cheap. In Proceedings of the 2007 Joint Con- ference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning ... present paper borrows from recent statistical machine translation re- search, which addresses the problem of efficiently representing large-scale language models using a mathematical construction called

Ngày tải lên: 17/03/2014, 00:20

... character can be assigned one of two possi- ble boundary tags: “B” for a character that begins a word and “I” for a character that occurs in the mid- dle of a word. We denote a candidate character ... Manchester, UK, Au- gust. Coling 2008 Organizing Committee. Canasai Kruengkrai, Kiyotaka Uchimoto, Jun’ichi Kazama, Yiou Wang, Kentaro Torisawa, and Hitoshi Isahara. 2009. An error-driven word-character ... on Nat- ural Language Learning at HLT-NAACL 2003, pages 200–203. Nianwen Xue, Fei Xia, Fu-Dong Chiou, and Martha Palmer. 2005. The penn chinese treebank: Phrase structure annotation of a large

Ngày tải lên: 17/03/2014, 00:20

... (Huang and Sagae, 2010) (Zhang and Nivre, 2011) (Koo and Collins, 2010) (Martins et al., 2010) T (baseline) G2a (baseline) T2a T2ab T2ab3a T2ab3b T2ab3c T2ab3abc+ G2a+ (Koo et al., 2008) † (Carreras ... compare aspects of transition-based and graph-based parsing, and end up using a transition-based parser with a combined transition-based/second-order graph-based scoring model (Zhang and Clark, ... describe a model that takes into account complete structures as they become available to rescore the elements of a beam, combining the advantages of transition-based and graph-based approaches We also

Ngày tải lên: 17/03/2014, 22:20

... Mathematica Policy Research Inc for the Office of the Assistant Secretary for Planning and Evaluation, U.S Department of Health and Human Services (Washington: 2003), available at http://aspe.hhs.gov/hsp/... ... will be able to raise operating capital only if private investors are convinced that a program’s model and management team are likely to achieve the performance targets The private investors ... front It will be much easier to evaluate program impacts and negotiate a performance- based contract if the treatment population is clearly dened in a way that cannot be manipulated by the service

Ngày tải lên: 22/03/2014, 20:20

... indicating a two-state equilibrium between a random coil and an a-helix. In pure water, M17 and M25 also became more a-helical as the NaCl concentration was increased (Fig. 3B). Helix formation ... selectivity for bacterial cells. In particular, we found that the depolarization of bacterial membranes caused by PCPs is more potent and rapid than that caused by PFPs. There was a direct correlation between ... Pag U, Papo N, Shai Y, Sahl HG & Tossi A (2005) Controlled alteration of the shape and conformational stability of alpha-helical cell-lytic.. .Central proline in amphipathic a-

Ngày tải lên: 23/03/2014, 10:21

... linking accuracy averaged over all the name mentions;  Macro-Averaged Accuracy (Macro- Accuracy): measures entity linking accuracy averaged over all the target entities. As in TAC 2009, ... Wikipedia articles are manually annotated name mentions). In WikiAmbi, there were 207 distinct 950 names and each name contains at least two possible referent entities (on average 6.7 candidate ... task, however, is not trivial due to the name variation problem and the name ambiguity problem. Name variation means that an entity can be mentioned in different ways such as full name, aliases,

Ngày tải lên: 23/03/2014, 16:20

... (Mo ¨ lndal, Sweden). All additional chemicals were obtained from Sigma (St Louis, MO, USA). Poly- sorbate-20 (Surfactant P20), and all additional BIAcore materials were obtained from BIAcore AB (Uppsala, Sweden). Proteins Ovalbumin ... monocytes, and macrophages in atherosclerotic lesions of the human and rabbit aorta [14]. Also, due to the colocalization of thrombin, PAI-1 and VN in the vessel wall, increasing attention is being paid ... AB (Uppsala, Sweden). Proteins Ovalbumin (grade V) was obtained from Sigma. Rabbit- lung TM (rl-TM) was purchased from American Diagnos- tica Inc. (Lot #970117A, Veenendaal, the Netherlands). Recombinant

Ngày tải lên: 23/03/2014, 17:21