• Title/Summary/Keyword: Pattern reduction

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Dimensionality Reduction in Speech Recognition by Principal Component Analysis (음성인식에서 주 성분 분석에 의한 차원 저감)

  • Lee, Chang-Young
    • The Journal of the Korea institute of electronic communication sciences
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    • v.8 no.9
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    • pp.1299-1305
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    • 2013
  • In this paper, we investigate a method of reducing the computational cost in speech recognition by dimensionality reduction of MFCC feature vectors. Eigendecomposition of the feature vectors renders linear transformation of the vectors in such a way that puts the vector components in order of variances. The first component has the largest variance and hence serves as the most important one in relevant pattern classification. Therefore, we might consider a method of reducing the computational cost and achieving no degradation of the recognition performance at the same time by dimensionality reduction through exclusion of the least-variance components. Experimental results show that the MFCC components might be reduced by about half without significant adverse effect on the recognition error rate.

Design of an Optimal Planar Array Structure with Uniform Spacing for Side-Lobe Reduction

  • Bae, Ji-Hoon;Seong, Nak-Seon;Pyo, Cheol-Sig;Park, Jae-Ick;Chae, Jong-Suk
    • Journal of electromagnetic engineering and science
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    • v.3 no.1
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    • pp.17-21
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    • 2003
  • In this paper, we design an optimal planar array geometry for maximum side-lobe reduction. The concept of thinned array is applied to obtain an optimal two dimensional(2-D) planar array structure. First, a 2-D rectangular array with uniform spacing is used as an initial planar array structure. Next, we modify the initial planar array geometry with the aid of thinned array theory in order to reduce the maximum side-lobe level. This is implemented by a genetic algorithm under some constraint, minimizing the maximum side-lobe level of the 2-D planar array. It is shown that the optimized planar array structure can achieve low side-lobe level without optimizing the excitations of the array antennas.

NOx Reduction Study in Oscillating Combustion Burner (진동연소기의 NOx 저감 효과 연구)

  • Kang, Sang-Koo;Azimov, U.B.;Kim, Ki-Seong
    • Journal of the Korean Society of Combustion
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    • v.12 no.4
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    • pp.22-30
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    • 2007
  • The NOx emission characteristics were studied in an oscillating combustion burner equipped with a specially designed proportioning valve. The effects of various parameters on the NOx emission which are important in oscillating combustion were investigated. Also, the effects of coincident application of flue gas recirculation(FGR) were evaluated. The results show that oscillating combustion is an efficient tool for reducing NOx in the burner. Up to 53% of NOx reduction could be acquired in low frequency and small duty ratio conditions. The coincident application of FGR further reduced the NOx emission up to 74%. Thus, this study assured that oscillating combustion technology with FGR could be a fascinating method for NOx reduction in industrial burners.

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Laser Beam Irradiation Strengthening for Weight Reduction of Automobile Bumper Beam (I) (자동차 범퍼빔 경량화를 위한 레이저 빔 조사 강화(I))

  • Suh, Jeong;Lee, Jae-Hoon;Oh, Sang-Jin;Lee, Moon-Yong;Lee, Gyu-Hyun
    • Transactions of the Korean Society of Automotive Engineers
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    • v.10 no.5
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    • pp.228-234
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    • 2002
  • The CO$_2$ laser beam irradiation strengthening of 35kgf/mm$_2$ grade steel sheet is investigated to reduce the weight of bumper beam. The increase of tensile strength is dominated by the number of fully penetrated melting lines. The optimal laser irradiation pattern is obtained by 3-point bending test of hat-type specimens. Laser should be irradiated not only on the center specimen densely in the width direction, but also on the edge densely in the longitudinal direction. Local laser strengthening may be effective for the weight reduction of automobile bumper beam.

Characterization of Azospirillum spp. Isolated from Korean Paddy Roots (우리나라 수도근권에서 분리된 Azospirillum spp.의 특성)

  • 조무제;강규영;강성모;윤한대
    • Korean Journal of Microbiology
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    • v.25 no.2
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    • pp.129-136
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    • 1987
  • Nitrogen fixing activity associated with 40 varieties of rice was assayed at heading stage by an in situ acetylene reduction method. The in situ acetylene reduction activity and population of nitrogen fixing bacteria obtained on nitrogen-free malate medium for Azospirillum spp. enrichment showed positive correlation. Six Azospirillum spp. with high nitrogenase activity were isolated from the rice roots, from which five spp. were identified as A. lipoferum and one was A. brasilense. The physiological characteristics of the six Azospirillum isolates, that is, carbon source utilization, biotin requirement, antibiotic resistance, indole acetic acid excretion, plasmid profile and protein patterns were compared.

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Progressive Filter for Impulse Noise Reduction (임펄스 잡음제거를 위한 프로그레시브 필터)

  • Kim, Young-Ro;Dong, Sung-Soo
    • 전자공학회논문지 IE
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    • v.49 no.1
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    • pp.24-29
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    • 2012
  • In this paper, we propose a progressive filter for impulse noise reduction. The proposed method uses non-linear filter and linear filter progressively. Non-linear filter reduces abrupt noise pattern. Also, linear filter adjusts filtering direction according to an edge in the image which is filtered by non-linear filter. Thus, our proposed method not only preserves edge, but also reduces noise in uniform region. Experimental results show that our proposed method has better quality than those by existing non-linear and linear progressive filtering methods.

Study on Noise Reduction of an Axial Fan for Refrigerator through Modification of the Blade Tip (깃 끝단 개선을 통한 냉장고용 축류홴 저소음화에 대한 연구)

  • 김창준;전완호;정용규
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2002.05a
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    • pp.639-644
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    • 2002
  • In this paper, a successful noise reduction of an axial flow fan for a refrigerator is presented. The vortex sheet generated at the blade tip of fan was suppressed by changing the shape of the tip. The structure of vortex sheet and detailed flow pattern around the fan were studied by two-dimensional LDV(Laser-Doppler Velocimetry). Effective ways to work out the result as mentioned above are to make the tip of the blade varied in thickness and to have elliptical shapes. To seek the optimal value fur the shape of new fan, several cases were examined. Through the application of the methods, the refrigerator became less noisy by 3.8 dB(A) in terms of air-borne noise produced only by the axial flow fan compared to the current one.

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Clinical Evaluation of Recurrent Intussusception (재발성 장중첩증에 대한 임상적 분석)

  • Park, Min-Jae;Lee, Doo-Sun
    • Advances in pediatric surgery
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    • v.9 no.1
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    • pp.24-29
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    • 2003
  • To evaluate the clinical findings of the recurrent intussusception, 351 patients with 445 intussusceptions were reviewed. Recurrence rate, pattern of recurrence, reducibility, pathologic lead points (PLP), and operative findings and long term follow up of the multiple recurrences were analyzed. Of 351 patients, 303 had no recurrence, 26 had one recurrence, and 22 had multiple recurrences. Over all recurrence rate was 16.4% ; 18.5% were managed by air reduction, 16.2% by barium reduction and 5.9% by operation. Eleven PLPs were proved operatively and an additional 6 suspected PLPs were depicted radiologically. The most frequent PLP was ileal lymphoid hyperplasia. Intervals between reduction and recurrence were less than 2 weeks in 31 cases, between 2 weeks and 1 year in 55, and more than 1 year in 8. The longest interval was 2 years and 4 months.

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Seismic rehabilitation of RC frame using epoxy injection technique tested on shaking table

  • Yu, Jiangtao;Zhang, Yuanmiao;Lu, Zhoudao
    • Structural Engineering and Mechanics
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    • v.52 no.3
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    • pp.541-558
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    • 2014
  • A 1/4-scale two-bay eight-storey reinforced concrete frame was tested on shaking table. Initial shaking table tests were carried out through a set of real seismic excitations to investigate the seismic behavior of the RC frame. Subsequently, the damaged frame was repaired using epoxy injection technique, and then subjected to the tests with the same records. The purpose of this study was to investigate experimentally the dynamic characteristics, cracking pattern and lateral inter-story stiffness of RC frames using epoxy injection technique. The test results indicate that epoxy-injection technique appears to be a satisfactory method for repairing earthquake-damaged structure.

Synthesis of FePt Nanoparticles by Chemical Reduction Process (화학적인 환원 공정에 의한 FePt 나노입자의 합성)

  • 김순길;이창우;이재성
    • Journal of Powder Materials
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    • v.11 no.3
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    • pp.242-246
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    • 2004
  • FePt nanoparticles for high-density magnetic recording media were synthesized by the simultaneous chemical reduction of Fe(acac) $_2$ and Pt(acac) $_2$ with 1,2-hexadecanediol as the reducing reagent. TEM images showed that the shape of as-synthesized FePt nanoparticle was spherical and average particle size was 3 nm. Also, SAD pattern showed that crystal structure was disordered FCC (face centered cubic). These FCC structured nanoparticles were transformed FCT (face centered tetragonal) structure by annealing at 55$0^{\circ}C$ for 30 min in Ar atmosphere. XRD analysis revealed that as-synthesized FePt nanoparticles were transformed from disordered FCC to ordered FCT. Finally, the coercivity of 2 kOe for FePt nanoparticles with FCT structure was obtained by VSM measurement.