review and new approaches

... 1Unsupervised Feature Learning and DeepLearning: A Review and New Perspectives Yoshua Bengio, Aaron Courville, and Pascal Vincent Department of computer science and operations research, U Montreal ... Eigenmap (Belkin and Niyogi, 2003),Hessian Eigenmaps (Donoho and Grimes, 2003), SemidefiniteEmbedding (Weinberger and Saul, 2004), SNE (Hinton andRoweis, 2003) and t-SNE (van der Maaten and Hinton, ... µ and W govern the lineardependence of s on h and v on s respectively, α and β arediagonal precision matrices of their respective conditionals and h ◦ s denotes the element-wise product of h and

Ngày tải lên: 12/04/2019, 00:45

... d}where b and d are called encoder and decoder bias vectors,and W and W0 are the encoder and decoder weight matrices.The choice of sgand L depends largely on the input domainrange and nature, and are ... 1998; Roweis and Saul, 2000; Tenenbaum et al., 2000;Brand, 2003; Belkin and Niyogi, 2003; Donoho and Grimes,2003; Weinberger and Saul, 2004; Hinton and Roweis, 2003;van der Maaten and Hinton, ... Analysis (PCA) (Roweis, 1997; Tipping and Bishop, 1999), sparse coding (Olshausen and Field, 1996), sigmoid belief networks (Neal, 1992) and the newly introduced spike-and-slab sparse coding model (Goodfellow

Ngày tải lên: 12/04/2019, 00:45

... 1Review Article https://doi.org/10.20546/ijcmas.2018.707.371 Advances in Diagnosis of Important Protozoan Diseases: Old and New Approaches Ajay S Satbige 1* , C Rajendran 2 , N.A Patil 1 and ... detect and distinguish trypanosomes (with the exception of members of the subgenus Trypanozoon) in both laboratory and field experiments (Adams and Hamilton, 2008 and Hamilton et al., 2008) and ... Cryptosporidium in animal, human and environmental samples (Monis and Giglio, 2006) Mini- and microsatellite typing and gp60 sequencing have been used to Trang 8subtype C parvum and Cryptosporidium hominis

Ngày tải lên: 21/05/2020, 22:19

... Trang 1NEW APPROACHES TO CHARACTERIZATION AND RECOGNITION OF FACES Edited by Peter M Corcoran Trang 2New Approaches to Characterization and Recognition of Faces Edited ... Chapter 12 Exploring and Understanding the High Dimensional and Sparse Image Face Space: a Self-Organized Manifold Mapping 225 Edson C Kitani, Emilio M Hernandez, Gilson A Giraldi and Carlos E Thomaz ... Ayala-Raggi, Leopoldo Altamirano-Robles and Janeth Cruz-Enriquez Chapter 5 Processing and Recognising Faces in 3D Images 93 Eyad Elyan and Daniel C Doolan Part 3 Video and Real-Time Techniques 113 Chapter

Ngày tải lên: 27/06/2014, 05:20

... orders@intechopen.com Genetic Programming – New Approaches and Successful Applications, Edited by Sebastián Ventura p cm ISBN 978-953-51-0809-2 Trang 5Contents Preface IX Section 1 New Approaches 1 Chapter 1 ... of human-competitive results and even patentable new inventions And, as other areas in Computer Science, GP continues evolving quickly, with new ideas, techniques and applications being constantly ... University of Cordoba, Spain Trang 13New Approaches Trang 15Using Quantitative Genetics and PhenotypicTraits in Genetic Programming Uday Kamath, Jeffrey K Bassett and Kenneth A De Jong Additional

Ngày tải lên: 29/06/2014, 12:20

... Trang 1New Approaches in Automation and Robotics Trang 3New Approaches in Automation and Robotics Edited by Harald Aschemann I-Tech Trang 4Published by I-Tech Education and Publishing ... ISBN 978-3-902613-26-4 1 Automation and Robotics 2 New Approaches I Harald Aschemann Trang 5Preface The book at hand on “New Approaches in Automation and Robotics” offers in 22 chapters a ... researchers in science and industry, students, and practicing engineers, who wish to update and enhance their knowledge on modern methods and innovative applications The authors and editor of this

Ngày tải lên: 12/08/2014, 02:23

... Pedret, C ; Vilanova, R., Moreno, R & Serra, I (2005) A New Architecture for Robust Model Reference Control, Decision and Control, 2005 and 2005 European Control Conference CDC-ECC ’05 44 th ... characteristic (IVC) This inverse valve characteristic is implemented as look-up-table and depends both on the commanded mass flow and on the measured internal pressure Trang 11Fig 7 Implementation of the ... , X Y N M and the polynomial m After that, a prefilter controller to adapt the reference command and improve the tracking properties has been designed using the generalized control framework

Ngày tải lên: 12/08/2014, 02:23

... for autonomous vehicle navigation, Dimiter Driankov and Alessandro Saffiotti editors, pp 73-98, Physica-Verlag, ISBN: 978-3-7908-1341-8, New York Niegel, W (1995) Methodical structuring of ... Region of Nonlinear Polynomial Systems: Geometrical Approaches Anis Bacha, Houssem Jerbi and Naceur Benhadj Braiek Laboratoire d’Etude et Commande Automatique des Processus-LECAP Ecole Polytechnique ... developed in several researches Many methods, usually based on approaches using Lyapunov’s candidate functions (Davidson & Kurak, 1971) and (Tesi et al., 1996) which altogether allow for a sufficient

Ngày tải lên: 12/08/2014, 02:23

... time series and its Gaussian equivalent is shown in the Fig.(1) Table 1 Relation between moments and EB(k,l) parameters + − Trang 3Fig 1 Comparison of the estimated moments of EB(2,4) and an equivalent ... Stability and invertibility conditions for EB(k,k) are the same as for sub diagonal EB(k,l) time series model Having known the process equation (17) and the moments' definitions (9) and (11), ... connecting moments and model's parameters are known For elementary bilinear time series models the formulae were derived, (see table 1, table 2) and therefore, method of moments and generalized

Ngày tải lên: 12/08/2014, 02:23

... criteria: the minimisation of the deviation G(jΩ) from 1 in the pass band and the magnitude Trang 2New Approaches in Automation and Robotics 144 approach to the ideal window with wall spectral properties ... parameters, can be done through the Trang 6New Approaches in Automation and Robotics 148 determination of the mean square deviation between the output signal y and the model 2 s N 1 i 2 y( = 3.2 Nonparametric ... nonlinear used even if the measured signals are disturbed and the dynamics is nonlinear In case of Trang 10New Approaches in Automation and Robotics 152 dynamics of a higher order the application

Ngày tải lên: 12/08/2014, 02:23

... constant inertia and added mass matrix of the vehicle, C(ν) is the Coriolis and centripetal matrix, D(ν) is the Damping matrix, g(η) is the vector of restoring forces and moments and τact is the ... Ocean Vehicles, John Wiley and Sons, Inc., New York Gertler, M & Hagen, G R (1967) Standard equations of motion for submarine simulation, Naval Ship Research and Development Center, Report ... the longitudinal direction and fins for lateral and vertical actuation In this case, τact depends only on 3 parameters: propeller velocity, horizontal fin inclination and vertical fin inclination

Ngày tải lên: 12/08/2014, 02:23

... variables and usable parameters for torque control More details on construction and functionality of internal combustion engines are described by Schäfer and Basshuysen 2002, Guzella and Onder 2004 and ... requirements in terms to quality of control by conventional map-based control approaches For that reason the investigation of new approaches for engine control is an important research field (Bauer 2003) ... approach constraints, and also setpoint- and disturbance progressions respectively, are considered In chapter 2 we briefly explain the most important engine processes and the main torque control

Ngày tải lên: 12/08/2014, 03:20

... vibrated and compacted A portion of the plant with the mixer platform and materials storage and feeding system is shown in Fig 5 Fig 5 The materials feeding and mixing platform 2.3 Press and mixer ... consisted mainly of mechanical and electrical parts and devices, the electrical board and the electronic control system based on a PLC unit (Hitachi EC series) and other electronic equipment ... plant configuration The press and mixer machines are constructed mainly of mechanical and electrical parts and devices, incorporating electrical boards, PLC units and other electronic equipment

Ngày tải lên: 12/08/2014, 03:20

... transformation The result is shown as (8) The T and R have the unknown compensation variable for the current position Trang 2Desktop\New Approaches in Automation and Robotics 384 0 P C} C) The plus direction ... math coordinate and the machine, and the machine direction matrix Dm has the similar characteristics as Dv T y x m The unknown α can be calculated from the equation, and (11) and (12) are the ... to the magnitude of the misalignment, and the result can be written as (14) and (15) 3.2 Iteration and convergence The alignment properties are estimated, and it is possible that the misalignment

Ngày tải lên: 12/08/2014, 03:20

... E V I E W Open AccessNew approaches in the diagnosis and treatment of latent tuberculosis infection Suhail Ahmad Abstract With nearly 9 million new active disease cases and 2 million deaths occurring ... LAM; and mannose-capped lipoarabinomannan, Man-LAM) and trehalose dimycolate (TDM) (Table 1) [26,28,30,31] Other ligands may include surface exposed proteins such as LprA and LprG lipoproteins and ... mixture of lipids, polysaccharides and mycolic acids The most important M tuberculosis cell surface ligands that inter-act with TLRs and other receptors include the 19 and 27 kDa lipoproteins, 38 kDa

Ngày tải lên: 12/08/2014, 13:22

... strand invasion and repair synthesis [20] Both HR and NHEJ require concerted in-volvement of many DNA repair proteins [19], and defects in DSB repair can contribute to chromosomal breakage and ... have distinct bands detectable by myImageAnalysis In this case, the selected band widths were the same for every lane in each blot Band intensity (volume of band) was quanti-fied and normalized ... cH2AX by western blot (Fig.4a) Relativeintensities of HA and cH2AX bands were quantified and normalized to b-actin, and the levels of HA and cH2AX relative to uninfected controls is shown in Fig.4b,

Ngày tải lên: 09/09/2015, 08:16

... to advice and to empathize Thank you all for Trang 4giving me the strength, courage and wisdom needed to complete this long and demanding journey Some passages and images in chapter 2 and chapter ... binding and entry into host cells, (2) uncoating and vRNPs translocation into the nucleus, (3) transcription and replication of viral RNA, (4) synthesis of new vRNPs and finally, (5) assembly and ... quail and mice possess both α 2, 3 - linked and α 2, 6 - linked sialic acid receptors, and hence, can be infected by both avian and human influenza viruses [Reviewed in (Kimble, Nieto, and Perez

Ngày tải lên: 30/09/2015, 06:20

... perspectives and represent the foundation of the Balanced Scorecard According to Kaplan and Norton (1992), continual improvements and the ability to learn and introduce new products and services ... assembled and marketed throughout the world by major golf club companies, component distributors and is a leading shaft brand on the PGA Tour and among consumers In addition, Aldila manufactures and ... MBQPM4 NGUYEN THANH TUAN Review and evaluate current KPIs system And create new KPIs to improve Aldila company performance MASTER FINAL PROJECT MASTER IN BUSINESS QUALITY AND PERFORMANCE MANAGEMENT

Ngày tải lên: 02/07/2017, 07:54

... Trang 1Valorization of mangosteen, ‘‘The Queen of Fruits,” and new advancesin postharvest and in food and engineering applications: A review Wan Mohd Aizata,⇑, Faridda Hannim Ahmad-Hashima, Sharifah ... identification, and management of pests and fruit disorders), food science (food products, animal feed supplementation, and food shelf-life determination), and engineering fields (fabric and solar ... and utilization of the fruit in other scientific fields, such as posthar-vest biology, food science, and engineering and materials science, has been conducted In this review, the properties and

Ngày tải lên: 14/01/2020, 00:08

... (TSP)-1 and TSP-2 encoding cDNA were cloned, sequenced, and expressed and shown to elicit protection levels of 57% and 64% (TSP-2) and 34% and 52% (TSP-1) for mean adult worm burdens and liver ... powerful in adults and chil-dren with patent infection than in hamsters, and ARA is already marketed for human use in USA and Canada for prop-er development of newborns, and muscle growth of ... the annual loss of between 1.7 and 4.5 [1] , but be-tween 24 and 56 [2] , and up to 70 [3,4] million disability ad-justed life years Egyptian health authorities and public media continuously

Ngày tải lên: 15/01/2020, 12:32