Bioinformatics and Computation

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2017年

Presentation file introducer date paper video
Jeff Stuckman, Guo-Qiang Zhang. "Mastermind is NP-Complete". INFOCOMP Journal of Computer Science, Vol 5, No 2, pp. 25-28, June 2006 陳柏憲 Jan. 03 movie1
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Eamonn J. Keogh, Michael J. Pazzani. "Derivative Dynamic Time Warping". First SIAM International Conference on Data Mining (SDM 2001), Chicago, IL, USA, April 5-7, 2001 洪修傑 Jan. 03
Brenda Hinkemeyer, Bryant A. Julstrom. "A Genetic Algorithm for the Longest Common Subsequence Problem". GECCO '06 Proceedings of the 8th annual conference on Genetic and evolutionary computation Pages 609-610, Seattle, Washington, USA 李協彥 Jan. 03
Yingjie Wu, Lei Wang, Daxin Zhu, Xiaodong Wang. "An efficient dynamic programming algorithm for the generalized LCS problem with multiple substring exclusive constraints". Journal of Discrete Algorithms Volume 26, May 2014, Pages 98–105 林必祥 Jan. 17
PAUL VIOLA , MICHAEL J. JONES. "Robust Real-Time Face Detection". International Journal of Computer Vision 57(2), 137–154, 2004 留嘉鴻 Jan. 17
Frank Höppner. "Optimal Filtering for Time Series Classification". Proceeding of 16th International Conference, Wroclaw, Poland, October 14-16, 2015 洪書凱 Jan. 17
Haibo He, Edwardo A. Garcia. "Learning from Imbalanced Data". IEEE Transactions on Knowledge and Data Engineering, 21(9), pp. 1263-1284, 2009 賴駿豪 Jan. 24
G. Galbiati, F. Maffioli and A. Morzenti. "A Short Note on the Approximability of the Maximum Leaves Spanning Tree Problem". Information Processing Letters, Vol. 52, pp. 45-49 (1994) 邱宣宗 Jan. 24
Yung-Hsing Peng, Chang-Biau Yang, Kuo-Tsung Tseng and Kuo-Si Huang. "An Algorithm and Applications to Sequence Alignment with Weighted Constraints". International Journal of Foundations of Computer Science Vol. 21, No. 1, pp. 51-59 (2010) 洪祥懷 Jan. 24
Costantino Grana, Daniele Borghesani, Rita Cucchiara. "A Fast Approach for Integrating ORB Descriptors in the Bag of Words Model". Electronic Imaging Conference on SPIE, Burlingame, California, USA, 2013 傅威皓 Feb.07
Sebastian Deorowicz, Joanna Obstoj. "Constrained Longest Common Subsequence Computing Algorithms in Practice". Computing and Informatics, Vol. 29, pp. 427–445 (2010) 羅守莆 Feb.07
Hung-Hsin Chen, Chang-Biau Yang, Yung-Hsing Peng. "The trading on the mutual funds by gene expression programming with Sortino ratio". Applied Soft Computing 15, pp. 219–230 (2014) 黃士展 Feb.07
Thomas L. Saaty. "How to make a decision: The Analytic Hierarchy Process". European Journal of Operational Research Volume 48, Issue 1, 5 September 1990, Pages 9–26 李協彥 Feb.14
James S. Dyer. "Remarks on the Analytic Hierarchy Process". Management Science, Volume 36, Issue 3, pp. 249-258 (1990) 陳柏憲 Feb.14
Thomas L. Saaty. "Decision making with the analytic hierarchy process". International Journal of Services Sciences, Vol. 1, No. 1, 2008 洪修傑 Feb.14
Francois Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen and Eamonn Keogh. "Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification". Proceeding of 2014 IEEE International Conference on Data Mining, India 洪書凱 Feb.21
Filip Pavetić, Goran Žužić, and Mile Šikić. "𝐿𝐶𝑆𝑘++: Practical similarity metric for long strings". arXiv, Data Structures and Algorithms, 2014 林必祥 Feb.21
Jonathan L. Ticknor. "A Bayesian regularized artificial neural network for stock market forecasting ". Expert Systems with Applications, 2013 留嘉鴻 Feb.21
J. Ross Quinlan. "Introduction of Decision Tree". Machine Learning, 1, 81-106, 1986 賴駿豪 Mar.07
Dan He and Abdullah N. Arslan. "A Space-Efficient Algorithm for the Constrained Pairwise Sequence Alignment Problem". Genome Informatics 洪祥懷 Mar.07
Andy Nguyen. "Solving Cyclic Longest Common Subsequence in Quadratic Time". Computing Research Repository (CoRR), 2012 傅威皓 Mar.31
Jae Won Lee. "Stock Price Prediction Using Reinforcement Learning". Proceeding of International Society for Industrial Ecology, Leiden Netherlands, 2001. IEEE International Symposium on, Volume 1 黃士展 Mar.31
Tomas Flouri, Emanuele Giaquinta, Kassian Kobert, Esko Ukkonen. "Longest common substrings with k mismatches". Information Processing Letters Volume 115, Issues 6–8, June–August 2015, Pages 643–647 羅守莆 Mar.31
Grabowski, Szymon, Simone Faro, and Emanuele Giaquinta. . "String Matching with Inversions and Translocations in Linear Average Time (most of the time)". Information Processing Letters 111.11 (2011): 516-520. 李協彥 Apr.11
Julie D. Thompson Desmond G. Higgins Toby J. Gibson. "CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice". Nucleic Acids Research, 1994, Vol. 22, No. 22 4673-4680 洪修傑 Apr.11
George H. Chen, Stanislav Nikolov, Devavrat Shah. "A Latent Source Model for Nonparametric Time Series Classification". Proceedings of Neural Information Processing Systems (NIPS), Harrah’s and Harvey’s, Lake Tahoe, USA, December, 2013 陳柏憲 Apr.11
Zhiyong Tan, Chai Quek, Philip Y.K. Cheng. "Stock trading with cycles A financial application of ANFIS and reinforcement learning". Expert Systems with Applications Volume 38, Issue 5, May 2011, Pages 4741–4755 留嘉鴻 Apr.18
Bin Wang, Xiaochun Yang and Jinxu Li. "Locating Longest Common Subsequences with Limited Penalty". 22nd International Conference on Database Systems for Advanced Applications, Suzhou, China, 2017, pp. 187-201 林必祥 Apr.18
Patrick Schäfer, Ulf Leser. "Fast and Accurate Time Series Classification with WEASEL". arXiv:1701 洪書凱 Apr.18
Manku, G. S., Jain, A., and Sarma, A. D. (2007) . "Detecting Near-Duplicates for Web Crawling". In Proceedings of the International World Wide Web Conference (WWW’07). 141–150. 賴駿豪 Apr.25
Some Algorithms for the Constrained Longest Common Subsequence Problem 洪祥懷 May. 02
Wataru Matsubara, Shunsuke Inenaga, Akira Ishino, Ayumi Shinohara,Tomoyuki Nakamura, and Kazuo Hashimoto. "Computing Longest Common Substring and All Palindromes from Compressed Strings". 34th Conference on Current Trends in Theory and Practice of Computer Science, Nový Smokovec, Slovakia, SOFSEM 2008: Theory and Practice of Computer Science pp. 364-375 羅守莆 May. 02
Thapanan Janyalikit, Phongsakorn Sathianwiriyakhun, Haemwaan Sivaraks and Chotirat Ann Ratanamahatana. "An Enhanced Support Vector Machine for Faster Time Series Classification". Asian Conference on Intelligent Information and Database Systems (ACIIDS), Vietnam, March, 2016 陳柏憲 May.09
Y.H. Sharath Kumar, N. Vinay Kumar and D.S. Guru. "Delaunay Triangulation on Skeleton of Flowers for Classification". Procedia Computer Science, 2015, 傅威皓 May.09
Shu-Hsien Liao, Hsu-hui Ho, Hui-wen Lin. "Mining stock category association and cluster on Taiwan stock market". Expert Systems with Applications Volume 35, Issues 1–2, 2008, Pages 19–29 黃士展 May.09
Yong Gao, Junfeng Wu, Robert Niewiadomski, Yang Wang, Zhi-Zhong Chen and Guohui Lin. "A Space Efficient Algorithm for Sequence Alignment with Inversions". Computing and Combinatorics COCOON 2003, Big Sky, MT, USA. Lecture Notes in Computer Science, vol 2697, pp.57-67. 李協彥 May.17
Peter M. Fenwick. "A New Data Structure for Cumulative Frequency Tables". Journal of Software: Practice & Experience, Volume 24, Issue 3, pp. 327 – 336, March, 1994. 林必祥 May.24
Sanghyun Park, Wesley W. Chu, Jeehee Yoon, ChihCheng Hsu. "Efficient Searches for Similar Subsequences of Different Lengths in Sequence Databases". Proceedings of 16th International Conference on Data Engineering, San Diego, USA, 2000 洪修傑 May.24
Li-Xin Wang. "Dynamical Models of Stock Prices Based on Technical Trading Rules—Part III: Application to Hong Kong Stocks ". IEEE TRANSACTIONS ON FUZZY SYSTEMS, VOL. 23, NO. 5, OCTOBER 2015 留嘉鴻 June 06
Hoang Anh Dau, Nurjahan Begum, Eamonn Keogh. "Semi-Supervision Dramatically Improves Time Series Clustering under Dynamic Time Warping ". Proceedings of the 25th ACM International on Conference on Information and Knowledge Management, Indianapolis, USA 洪書凱 June 06
Gary Benson, Avivit Levy, B. Riva Shalom. "Longest Common Subsequence in k Length Substrings". International Conference on Similarity Search and Applications SISAP, Similarity Search and Applications, pp.257-265, 2013 洪祥懷 June 06
L. Moreira-Matias, J. Mendes-Moreira, J. Gama, and P. Brazdil(2012) . "Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix". Proceedings of the 8th international conference on machine learning and data mining in pattern recognition(MLDM), pages. 525–539, 賴駿豪 June 13
Anna Gorbenko. "On the Constrained Longest Common Subsequence Problem". IAENG International Journal of Computer Science, Vol. 40, Issue 4, pp. 266-273, 2013 羅守莆 June 13
Svetlana Lazebnik, Cordelia Schmid and Jean Ponce. "Beyond Bags of Feature: Spatial Pyramid Matching for Recognizing Natural Scene Categories". IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York, USA, 2006, 傅威皓 June 20
Kumar Vasimalla , Narasimham Challa , S. Manohar Naik . "Efficient Dynamic Time Warping for Time Series Classification". Indian Journal of Science & Technology, Volume 9, Issue 21, June 2016 陳柏憲 June 20
Lamartine Almeida Teixeiraa, Adriano Lorena Inacio de Oliveirab. "A method for automatic stock trading combining technical analysis and nearest neighbor classification". Expert Systems with Applications 37, pp. 6885-6890, 2010 黃士展 June 20
Grabowski, Szymon, Simone Faro, and Emanuele Giaquinta. . "A Very Fast String Matching Algorithm Based on Condensed Alphabets". Algorithmic Aspects in Information and Management. AAIM 2016. Lecture Notes in Computer Science, Vol. 9778. 李協彥 June 27
Richard Kaye. "Minesweeper is NP-Complete". The Mathematical Intelligencer, Vol.22, pp.9-15 (2000) 邱宣宗 June 27
Qinghua Huang, Ting Wang, Dacheng Tao, Senior Member, IEEE, and Xuelong Li, Fellow, IEEE . "Biclustering Learning of Trading Rules ". IEEE TRANSACTIONS ON CYBERNETICS, VOL. 45, NO. 10, pp. 2287-2298, OCTOBER 2015 留嘉鴻 June 27
Stephen F. Altschul Warren Gish Webb Miller Eugene W. Myers David J. Lipman. "Basic Local Alignment Search Tool". Journal of Molecular Biology, Volume 215, Issue 3, Pages 403-410, 1990 洪修傑 July 05
Yanni Li, Hui Li, Tihua Duan, Sheng Wang, Zhi Wang, Yang Cheng. "A Real Linear and Parallel Multiple Longest Common Subsequences (MLCS) Algorithm". KDD '16 Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Pages 1725-1734 San Francisco, California, USA — August 13 - 17, 2016 羅守莆 July 11
Ben D. Fulcher and Nick S. Jones. "Highly Comparative Feature-Based Time-Series Classification". IEEE Transactions on Knowledge and Data Engineering, Volume 26, Issue 12, Dec. 2014 陳柏憲 July 25
Ben D. Fulcher and Nick S. JonesN. Pattabhi Ramaiah, C. Krishna Mohan, and N. Srilatha. "Sparsity-based Iris Classification using Iris Fiber Structures". International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, 2015 傅威皓 July 25
Hanhong Zhu, Yi Wang, Kesheng Wanga, Yun Chen. "Particle Swarm Optimization (PSO) for the constrained portfolio optimization problem". Department of Production and Quality Engineering, NTNU, N7491 Trondheim, Norway Nottingham Business School, NTU, Nottingham NG1 4BU, UK c School of Public Economics and Adiministration, SHUFE, 200433 Shanghai, China 黃士展 July 25
Richard Bellman. "Dynamic Programming Treatment of the Travelling Salesman Problem". Journal of the ACM, Vol.9, pp.61-63 (1962) 邱宣宗 Aug. 01
Angana Chakraborty , Sanghamitra Bandyopadhyay. "FOGSAA: Fast Optimal Global Sequence Alignment Algorithm". Scientific reports 3 : 1746 (2013) 李協彥 Aug. 01
Yue Deng, Feng Bao, Youyong Kong, Zhiquan Ren, and Qionghai Dai, Senior Member, IEEE. "Deep Direct Reinforcement Learning for Financial Signal Representation and Trading". IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOL. 28, NO. 3, MARCH 2017 留嘉鴻 Aug. 01
Douglas Rodrigues, Xin-She Yang, André Nunes de Souza and João Paulo Papa. "Binary Flower Pollination Algorithm and Its Application to Feature Selection". Springer International Publishing Switzerland, Recent Advances in Swarm Intelligence and Evolutionary Computation, 2015 傅威皓 Aug. 08
Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, and Ltitia Chapel. "Bag-of-Temporal-SIFT-Words for Time Series Classification". Proceedings of 1st International Workshop on Advanced Analytics and Learning on Temporal Data(AALTD), Sept. 2015 陳柏憲 Aug. 23
Shyi-Ming Chen, Fellow, IEEE, Huai-Ping Chu, and Tian-Wei Sheu. "TAIEX Forecasting Using Fuzzy Time Series and Automatically Generated Weights of Multiple Factors". IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS—PART A: SYSTEMS AND HUMANS, VOL. 42, NO. 6, NOVEMBER 2012 黃士展 Aug. 23
S. Kumar Chandar, M. Sumathi and S. N. Sivanandam. "Prediction of Stock Market Price Using Hybrid of Wavelet Transform and Artificial Neural Network". Indian Journal of Science and Technology, Vol. 9(8) , February 2016 羅守莆 Aug. 29
Che-Lun Hung, Chun-Yuan Lin, Yeh-Ching Chung and Chuan Yi Tang. "Introducing variable gap penalties into three-sequence alignment for protein sequences". 22nd International Conference on Advanced Information Networking and Applications – Workshops 2008, pp.726-731. 李協彥 Sept. 05
Weiming Hu, Ruiguang Hu, Nianhua Xie, Haibin Ling and Stephen Maybank. "Image Classification Using Multi-Scale Information Fusion Based on Saliency Driven Nonlinear Diffusion Filtering". IEEE Transactions on Image Processing, vol. 23, no. 4, pp. 1513-1526, April, 2014 傅威皓 Sept. 20
Marion Morel, Catherine Achard, Richard Kulpa, S´everine Dubuisson. "Time-series Averaging Using Constrained Dynamic Time Warping with Tolerance". Pattern Recognition, August, 2017 陳柏憲 Sept. 20
Lean Yu, Member, IEEE, Lunchao Hu, and Ling Tang. "Stock Selection with a Novel Sigmoid-Based Mixed Discrete-Continuous Differential Evolution Algorithm". IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, VOL. 28, NO. 7, pp.1891-1904 JULY 2016 留嘉鴻 Sept. 20
Maxime Crochemore, Gad M. Landau, and Michal Ziv-Ukelson. "A Subquadratic Sequence Alignment Algorithm for Unrestricted Scoring Matrices". Society for Industrial and Applied Mathematics, Vol. 32, No. 6, pp. 1654–1673 (2003) 羅守莆 Sept. 27
Maxime Crochemore, Lucian Ilie. "Computing Longest Previous Factor in Linear Time and Applications". Information Processing Letters 106.2 (2008): 75-80 李協彥 Oct. 03
Rémi Coulom. "Efficient Selectivity and Backup Operators in Monte-Carlo Tree Search". LIFL, SqueL, INRIA Futurs, Université Charles de Gaulle, Lille, France 5th International Conference on Computer and Games, May 2006, Turin, Italy 吳承翰 Oct. 17
Yoshifumi Sakai. "A linear space algorithm for computing a longest common increasing subsequence". Information Processing Letters 99 (2006) 203–207 黃國峰 Oct. 24
I-Hsuan Yang, Chien-Pin Huang, Kun-Mao, Chao. "A fast algorithm for computing a longest common increasing subsequence". Information Processing Letters 93 (2005) 249–253 陳冠智 Oct. 24
Yin-Te Tsai. "The constrained longest common subsequence problem ". Information Processing Letters, Volume 88 (2003), Issues 4, Pages 173–176 梁庭瑋 Oct. 24
Derek F. Wong(黃輝), Lidia S. Chao(周沁), Xiaodong Zeng(鄭曉東), Mang-I Vai(韋孟宇), Heng-Leong Lam(林慶亮) . "Time series for blind biosignal classification model". Computers in Biology and Medicine Volume 54, Nov, 2014, Pages 32-36 劉珊如 Oct. 24
Jason Lines, Anthony Bagnall. "Time series classification with ensembles of elastic distance measures". Data Mining and Knowledge Discovery, Volume 29, Issue 3, pp. 565 – 592, May 2015 陳柏憲 Oct. 31
Lei Chen, Raymond Ng. "On the Marriage of Lp-norms and Edit Distance". Proceedings of the 30th VLDB Conference, Toronto, Canada, 2004 洪修傑 Oct. 31
David Silver, Julian Schrittwieser, Karen Simonyan, ioannis Antonoglou, Aja Huang, Arthur Guez, Thomas Hubert, Lucas baker, Matthew Lai, Adrian bolton, Yutian chen, Timothy Lillicrap, Fan Hui, Laurent Sifre, George van den Driessche, Thore Graepel & Demis Hassabis. "Mastering the game of Go without human knowledge". Nature 550, 354–359 (19 October 2017) 留嘉鴻 Nov. 07
Takeshi Saitoh,Kimiya Aoki, and Toyohisa kaneko. "Automatic Recognition of Blooming Flowers". Proceedings of the 17th International Conference on Pattern Recognition (ICPR), 2004, Cambridge, UK 傅威皓 Nov. 07
         

 

1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017