LIU Zhen-yu, SONG Xiao-ying. An Applicable Multivariate Decision Tree Algorithm for Categorical Attribute Data[J]. Journal of Northeastern University Natural Science, 2020, 41(11): 1521-1527.
[1]王蒙湘,李芳芳,于戈.交互式数据探索框架的特征自适应技术[J].东北大学学报(自然科学版),2018,39(12):1685-1690.(Wang Meng-xiang,Li Fang-fang,Yu Ge.Feature adaptive technology in interactive data exploration framework[J].Journal of Northeastern University (Natural Science),2018,39(12):1685-1690.) [2]Zhou X,Yan D.Model tree pruning[J].International Journal of Machine Learning and Cybernetics,2019(1):1-14. [3]Guney S,Atasoy A.Freshness classification of horse mackerels with E-nose system using hybrid binary decision tree structure[J].International Journal of Pattern Recognition and Artificial Intelligence,2020,34(3):1-17. [4]Liu Z,Wang L,Li X,et al.Optimize x265 rate control:an exploration of lookahead in frame bit allocation and slice type decision[J].IEEE Transactions on Image Processing,2019,28(5):2558-2573. [5]Quinlan J R.C4.5:programs for machine learning[J].Machine Learning,1994,16(3):235-240. [6]Buntine W L.Learning classification trees[J].Statistics & Computing,1992,2(2):63-73. [7]Quinlan J R.Combining instance-based and model-based learning[C]//The Tenth International Conference of Machine Learning.Amhers:Morgan Kaufmann,1993:27-29. [8]Murthy S K,Kasif S,Salzberg S.A system for induction of oblique decision trees[J].Journal of Artificial Intelligence Research,1996,2(1):1-32. [9]López-Chau A,Cervantes J,López-García L,et al.Fisher’s decision tree[J].Expert Systems with Applications,2013,40(16):6283-6291. [10]Hong K S,Ooi P L,Ye C K,et al.Multivariate alternating decision trees[J].Pattern Recognition,2016,50:195-209. [11]Wickramarachchi D C,Robertson B L,Reale M,et al.HHCART:an oblique decision tree[J].Computational Statistics & Data Analysis,2015,96:12-23. [12]Katuwal R,Suganthan P N,Zhang L.An ensemble of decision trees with random vector functional link networks for multi-class classification[J].Applied Soft Computing,2018,70:1146-1153. [13]Loh W Y,Shih Y S.Split selection methods for classification trees[J].Statistica Sinica,1999,7(4):815-840. [14]Huang Z.Extensions to the k-means algorithm for clustering large data sets with categorical values[J].Data Mining and Knowledge Discovery,1998,2(3):283-304. [15]蒋盛益,李庆华.一种增强的k-means聚类算法[J].计算机工程与科学,2006,28(11):56-59.(Jiang Sheng-yi,Li Qing-hua.An enhanced k-means clustering algorithm[J].Computer Engineering & Science,2006,28(11):56-59.) [16]Lichman M.UCI machine learning repository[EB/OL].(2019-09-23)[2019-10-11].http://archive.ics.uci.edu/ml. [15]关守平,房少纯.一种新型的区间-粒子群优化算法[J].东北大学学报(自然科学版),2012,33(10):1381-1384.(Guan Shou-ping,Fang Shao-chun.A new interval particle swarm optimization algorithm[J].Journal of Northeastern University(Natural Science),2012,33(10):1381-1384.)