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Algorithm to Search for the Original Song from a Cover Song Using Inflection Points of the Melody Line (멜로디 라인의 변곡점을 활용한 커버곡의 원곡 검색 알고리즘)

  • Lee, Bo Hyun;Kim, Myung
    • KIPS Transactions on Software and Data Engineering
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    • v.10 no.5
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    • pp.195-200
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    • 2021
  • Due to the development of video sharing platforms, the amount of video uploads is exploding. Such videos often include various types of music, among which cover songs are included. In order to protect the copyright of music, an algorithm to find the original song of the cover song is essential. However, it is not easy to find the original song because the cover song is a modification of the composition, speed and overall structure of the original song. So far, there is no known effective algorithm for searching the original song of the cover song. In this paper, we propose an algorithm for searching the original song of the cover song using the inflection points of the melody line. Inflection points represent the characteristic points of change in the melody sequence. The proposed algorithm compares the original song and the cover song using the sequence of inflection points for the representative phrase of the original song. Since the characteristics of the representative phrase are used, even if the cover song is a song made by modifying the overall composition of the song, the algorithm's search performance is excellent. Also, since the proposed algorithm uses only the features of the inflection point sequence, the memory usage is very low. The efficiency of the algorithm was verified through performance evaluation.

Entropy and information energy arithmetic operations for fuzzy numbers

  • Hong, Dug-Hun;Kim, Kyung-Tae
    • Journal of the Korean Institute of Intelligent Systems
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    • v.15 no.6
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    • pp.754-758
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    • 2005
  • There have been several tipical methods being used tomeasure the fuzziness (entropy) of fuzzy sets. Pedrycz is the original motivation of this paper. Recently, Wang and Chiu [FSS103(1999) 443-455] and Pedrycz [FSS 64(1994) 21-30] showed the relationship(addition, subtraction, multiplication) between the entropies of the resultant fuzzy number and the original fuzzy numbers of same type. In this paper, using Lebesgue-Stieltjes integral, we generalize results of Wang and Chiu [FSS 103(1999) 443-455] concerning entropy arithmetic operations without the condition of same types of fuzzy numbers. And using this results and trade-off relationship between information energy and entropy, we study more properties of information energy of fuzzy numbers.

Reliability Equivalence Factors of a Bridge Network System

  • Sarhan, Ammar M.
    • International Journal of Reliability and Applications
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    • v.5 no.2
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    • pp.81-103
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    • 2004
  • Improvements of a bridge network system are studied in this paper. Then equivalence between different improved designs of the bridge network system is discussed. Three different methods are used to get different better designs of the network in the sense of having higher reliability and mean time to failure. Then two different types of reliability equivalence factors of the system are derived. It is assumed here that the failure rates of the system's components are identical and constant. The reliability functions and mean time to failure of the original and improved designs of the network are derived. Comparison between the mean time to failures of the original system and improved designs of the system are presented. Numerical studies and conclusion are presented in order to explain how one can apply the the theoretical results obtained.

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Analysis of Purchasing Behaviors of Knockoff Fashion Product - Focused on Female College Student - (넉오프(knockoff) 패션제품의 구매행동분석 -여대생을 중심으로 -)

  • 김현주;오현남;김문숙
    • The Research Journal of the Costume Culture
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    • v.9 no.6
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    • pp.872-880
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    • 2001
  • Knockoff products, called forgeries or imitations, are copies of famous original brand goods from abroad. Most of knockoff fashion products manufactured in Korea are famous fashion brand names. The purposes of the paper us: first, to examine and analyze general consumer purchasing behavior toward knockoff fashion products; second, to analyze the purchasing behavior toward knockoff goods according to demographic features; third, to materialize the attributes of knockoff fashion items consumers purchase; fourth, to reveal the relation between the attribute types of knockoff goods, and demographic features and purchasing behavior. The result explained so for reveals that the students'purchasing behaviour differs according to demographic features and general features of the products purchasing. This result should not be interpreted by expanding to the whole group of girl college students or consumers, as the sample used in this study is limited to those in Seoul area. Therefore, following studies are expected to expand the range of subjects'age, and to compare and analyze purchasing behaviour difference of knockoff products and imported original brand names.

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A study of selection operator using distance information between individuals in genetic algorithm

  • Ito, Minoru;Sugisaka, Masanori
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1521-1524
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    • 2003
  • In this paper, we propose a "Distance Correlation Selection operator (DCS)" as a new selection operator. For Genetic Algorithm (GA), many improvements have been proposed. The MGG (Minimal Generation Gap) model proposed by Satoh et.al. shows good performance. The MGG model has all advantages of conventional models and the ability of avoiding the premature convergence and suppressing the evolutionary stagnation. The proposed method is an extension of selection operator in the original MGG model. Generally, GA has two types of selection operators, one is "selection for reproduction", and the other is "selection for survival"; the former is for crossover and the latter is the individuals which survive to the next generation. The proposed method is an extension of the former. The proposed method utilizes distance information between individuals. From this extension, the proposed method aims to expand a search area and improve ability to search solution. The performance of the proposed method is examined with several standard test functions. The experimental results show good performance better than the original MGG model.

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The Novel Sliding Mode Controller for Discrete-time System with Multi-Input (다중입력 이산치계통에 대한 새로운 슬라이딩 모드 제어기의 설계)

  • Park, Seung-Kyu;Jin, Mi-Jung;Ahn, Ho-Kyun
    • Proceedings of the KIEE Conference
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    • 1999.07b
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    • pp.906-908
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    • 1999
  • In this paper, new sliding mode surfaces are proposed by defining novel virtual states. These sliding surfaces have nominal dynamics of an original system and makes it possible that the Sliding Mode Control(SMC) technique is used with the various types of controllers. Its design is based on the augmented system whose dynamics have m-th higher order than those of the original system where m is the number of inputs. The reaching phase is removed by setting the initial virtual states which makes the initial switching functions equal to zero.

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The Novel Sliding Mode Controller for Linear System with Multi-Input (다입력계통에 대한 새로운 슬라이딩 모드 제어기)

  • Park, Seung-Kyu;Ahn, Ho-Kyun;Jin, Mi-Jung
    • Proceedings of the KIEE Conference
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    • 1998.07b
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    • pp.440-442
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    • 1998
  • In this paper, new sliding mode surfaces are proposed by defining novel virtual states. These sliding surfaces have nominal dynamics of an original system and makes it possible that the Sliding Mode Control(SMC) technique is used with the various types of controllers. Its design is based on the augmented system whose dynamics have m-th higher order than those of the original system where m is the number of inputs. The reaching Phase is removed by setting the initial virtual states which makes the initial switching functions equal to zero.

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Novel Sliding Mode Controll with BLDC motor (BLDC 모터의 새로운 슬라이딩 모드 제어)

  • Ok, In-Jo;Lee, Jong-Ju;Ahn, Ho-Kyun;Park, Seung-Kyu
    • Proceedings of the KIEE Conference
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    • 2001.07d
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    • pp.2289-2291
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    • 2001
  • In this paper, a novel sliding surface is proposed by defining a novel virtual state. This sliding surface has nominal dynamics of an original system and makes it possible that the Sliding Mode Control(SMC) technique is used with the various types of controllers. Its design is based on the augmented system whose dynamics have a higher order than that of the original system. The reaching phase is removed by using an initial virtual state which makes the initial sliding function equal to zero.

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Password Guessing Attack Resistant Circular Keypad for Smart Devices (패스워드 추정 공격에 강인한 스마트 기기용 순환식 키패드)

  • Tak, Dongkil;Choi, Dongmin
    • Journal of Korea Multimedia Society
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    • v.19 no.8
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    • pp.1395-1403
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    • 2016
  • In recent years, researches of security threats reported that various types of social engineering attack were frequently observed. In this paper, we propose secure keypad scheme for mobile devices. In our scheme, every edge of keypad is linked each other, and it looks like a sphere. With this keypad, users input their password using pre-selected grid pointer. Because of circulation of the keypad layout, even though the attacker snatch the user password typing motion through the human eyes or motion capture devices, attacker do not estimate the original password. Moreover, without the information of grid pointer position, the attacker do not acquire original password. Therefore, our scheme is resistant to password guessing attack.

Novel sliding mode controller with virtual state (가상의 상태를 이용한 새로운 슬라이딩 모드 제어기)

  • Park, Seung-Kyu;Ahn, Ho-Kyun
    • Journal of Institute of Control, Robotics and Systems
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    • v.5 no.5
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    • pp.505-510
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    • 1999
  • In this paper, a novel sliding surface is proposed by defining a novel virtual state. This sliding surface has nominal dynamics of an original system and makes it possible that the sliding mode control(SMC) technique is used with the various types of controllers. Its design is based on the augmented system whose dynamics have a higher order than that of the original system. The reaching phase is removed by using an initial virtual state which makes the initial sliding function equal to zero.

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