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Publication search results
found 41 matches
- 2024
- Ferdinand Bollwein:
A pivot-based simulated annealing algorithm to determine oblique splits for decision tree induction. Comput. Stat. 39(2): 803-834 (2024) - Jung-Sik Hong, Jeongeon Lee, Min K. Sim:
Concise rule induction algorithm based on one-sided maximum decision tree approach. Expert Syst. Appl. 237(Part A): 121365 (2024) - 2023
- Vitali Herrera-Semenets, Lázaro Bustio-Martínez, Raudel Hernández-León, Jan van den Berg:
A Decision Tree Induction Algorithm for Efficient Rule Evaluation Using Shannon's Expansion. MICAI (1) 2023: 241-252 - 2021
- Ferdinand Bollwein, Stephan Westphal:
A branch & bound algorithm to determine optimal bivariate splits for oblique decision tree induction. Appl. Intell. 51(10): 7552-7572 (2021) - Maciej Sulowicz, Ryszard Mielnik, Marcin Tomczyk:
The Detection of Inter-Turn Shorting in Induction Motor by Means of Using Algorithm of Decision Tree. IDAACS 2021: 818-823 - 2020
- Ferdinand Bollwein, Martin Dahmen, Stephan Westphal:
A branch & bound algorithm to determine optimal cross-splits for decision tree induction. Ann. Math. Artif. Intell. 88(4): 291-311 (2020) - 2018
- Joel Suárez-Cansino, Anilu Franco-Arcega, Linda Gladiola Flores-Flores, Virgilio López-Morales, Ruslan F. Gabbasov:
A Time Complexity Analysis to the ParDTLT Parallel Algorithm for Decision Tree Induction. MICAI (1) 2018: 244-256 - Chapman Siu:
Automatic Induction of Neural Network Decision Tree Algorithms. CoRR abs/1811.10735 (2018) - 2017
- Henry E. L. Cagnini, Rodrigo C. Barros, Márcio P. Basgalupp:
Estimation of distribution algorithms for decision-tree induction. CEC 2017: 2022-2029 - Christina Zeller, Ute Schmid:
A Human Like Incremental Decision Tree Algorithm: Combining Rule Learning, Pattern Induction, and Storing Examples. LWDA 2017: 64 - 2016
- Rafael Gomes Mantovani, Tomás Horváth, Ricardo Cerri, Joaquin Vanschoren, André C. P. L. F. de Carvalho:
Hyper-Parameter Tuning of a Decision Tree Induction Algorithm. BRACIS 2016: 37-42 - 2015
- Rodrigo C. Barros, André C. P. L. F. de Carvalho, Alex Alves Freitas:
Automatic Design of Decision-Tree Induction Algorithms. Springer Briefs in Computer Science, Springer 2015, ISBN 978-3-319-14230-2, pp. 1-176 - Miroslav Bursa, Lenka Lhotská:
Ant-Inspired Algorithms for Decision Tree Induction - An Evaluation on Biomedical Signals. ITBAM 2015: 95-106 - Márcio P. Basgalupp, Rodrigo C. Barros, Vili Podgorelec:
Evolving decision-tree induction algorithms with a multi-objective hyper-heuristic. SAC 2015: 110-117 - 2014
- Dariusz Jankowski, Konrad Jackowski:
Evolutionary Algorithm for Decision Tree Induction. CISIM 2014: 23-32 - 2013
- Susan Lomax, Sunil Vadera:
A survey of cost-sensitive decision tree induction algorithms. ACM Comput. Surv. 45(2): 16:1-16:35 (2013) - 2012
- Rodrigo C. Barros, Ana T. Winck, Karina S. Machado, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Duncan D. Ruiz, Osmar Norberto de Souza:
Automatic design of decision-tree induction algorithms tailored to flexible-receptor docking data. BMC Bioinform. 13: 310 (2012) - Milija Suknovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Dragana Becejski-Vujaklija, Zoran Obradovic:
Reusable components in decision tree induction algorithms. Comput. Stat. 27(1): 127-148 (2012) - Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Marcos G. Quiles:
Clus-DTI: improving decision-tree classification with a clustering-based decision-tree induction algorithm. J. Braz. Comput. Soc. 18(4): 351-362 (2012) - Rodrigo Coelho Barros, Márcio Porto Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
A Survey of Evolutionary Algorithms for Decision-Tree Induction. IEEE Trans. Syst. Man Cybern. Part C 42(3): 291-312 (2012) - 2011
- Susan Lomax, Sunil Vadera:
An empirical comparison of cost-sensitive decision tree induction algorithms. Expert Syst. J. Knowl. Eng. 28(3): 227-268 (2011) - Jie Ouyang, Nilesh V. Patel, Ishwar K. Sethi:
From centralized to distributed decision tree induction using CHAID and fisher's linear discriminant function algorithms. Intell. Decis. Technol. 5(2): 133-149 (2011) - Rodrigo C. Barros, Márcio P. Basgalupp, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas:
Towards the automatic design of decision tree induction algorithms. GECCO (Companion) 2011: 567-574 - Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Márcio P. Basgalupp, Marcos G. Quiles:
A clustering-based decision tree induction algorithm. ISDA 2011: 543-550 - Rodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, André Carlos Ponce de Leon Ferreira de Carvalho:
A bottom-up oblique decision tree induction algorithm. ISDA 2011: 450-456 - 2009
- S. Appavu alias Balamurugan, Ramasamy Rajaram:
Effective solution for unhandled exception in decision tree induction algorithms. Expert Syst. Appl. 36(10): 12113-12119 (2009) - Márcio P. Basgalupp, Rodrigo C. Barros, André Carlos Ponce de Leon Ferreira de Carvalho, Alex Alves Freitas, Duncan D. Ruiz:
LEGAL-tree: a lexicographic multi-objective genetic algorithm for decision tree induction. SAC 2009: 1085-1090 - Ling-Cai Dong, Dan Wang, Xizhao Wang:
An Improved Sample Selection Algorithm in Fuzzy Decision Tree Induction. SMC 2009: 629-634 - 2008
- Anilu Franco-Arcega, Jesús Ariel Carrasco-Ochoa, Guillermo Sánchez-Díaz, José Francisco Martínez Trinidad:
A New Incremental Algorithm for Induction of Multivariate Decision Trees for Large Datasets. IDEAL 2008: 282-289 - M. Maruf Hossain, Md. Rafiul Hassan, James Bailey:
ROC-tree: A Novel Decision Tree Induction Algorithm Based on Receiver Operating Characteristics to Classify Gene Expression Data. SDM 2008: 455-465
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