Fetching the paper…
Reading the bibliography…
In this paper, we apply a new promising tool for pattern classification, namely, the Tsetlin Machine (TM), to the field of disease forecasting.
L. G. Valiant, “A Theory of the Learnable,” Communications of the ACM
1984
Earlier work this paper cites.
B. Tung and L. Kleinrock, “Using Finite State Automata to Produce Self-Optimization and Self-Control,” IEEE transactions on parallel and distributed systems
1996
Earlier work this paper cites.
A. R. Klivans and R. A. Servedio, “Learning DNF in Time 2o (n1/3),” Journal of Computer and System Sciences
2004
Earlier work this paper cites.
S. Promprou, M. Jaroensutasinee, and K. Jaroensutasinee, “Forecasting Dengue Hemorrhagic Fever Cases in Southern Thailand Using ARIMA Models.,” Dengue Bulletin
2006
Earlier work this paper cites.
B. J. Oommen, S.-W. Kim, M. T. Samuel, and O.-C. Granmo, “A Solution to the Stochastic Point Location Problem in Metalevel Nonstationary Environments,” IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)
2008
Earlier work this paper cites.
Z. M. Choudhury, S. Banu, and A. M. Islam, “Forecasting Dengue Incidence in Dhaka, Bangladesh: A Time Series Analysis.,” Dengue Bulletin
2008
Earlier work this paper cites.
P. M. Luz, B. V. Mendes, C. T. Code co, C. J. Struchiner, and A. P. Galvani, “Time Series Analysis of Dengue Incidence in Rio de Janeiro, Brazil,” The American journal of tropical medicine and hygiene
2008
Earlier work this paper cites.
T. Silawan, P. Singhasivanon, J. Kaewkungwal, S. Nimmanitya, and W. Su-wonkerd, “Temporal Patterns and Forecast of Dengue Infection in Northeastern Thailand,” Southeast Asian Journal of Tropical Medicine and Public Health
2008
Earlier work this paper cites.
V. Feldman, “Hardness of Approximate Two-Level Logic Minimization and PAC Learning with Membership Queries,” Journal of Computer and System Sciences
2009
Cited alongside, same era.
J. R. Hauser, O. Toubia, T. Evgeniou, R. Befurt, and D. Dzyabura, “Disjunctions of Conjunctions, Cognitive Simplicity, and Consideration Sets,” Journal of Marketing Research
2010
Cited alongside, same era.
O.-C. Granmo and B. J. Oommen, “Solving Stochastic Nonlinear Resource Allocation Problems Using a Hierarchy of Twofold Resource Allocation Automata.,” IEEE Transaction on Computers
2010
Cited alongside, same era.
N. Bouhmala and O.-C. Granmo, “Stochastic Learning for SAT-Encoded Graph Coloring Problems,” International Journal of Applied Metaheuristic Computing(IJAMC)
2010
Cited alongside, same era.
T. McCormick, C. Rudin, and D. Madigan, “A Hierarchical Model for Association Rule Mining of Sequential Events: An Approach to Automated Medical Symptom Prediction,” Annals of Applied Statistics
H. Ogihara, Y. Fujita, Y. Hamamoto, N. Iizuka, and M. Oka, “Classification Based on Boolean Algebra and Its Application to the Prediction of Recurrence of Liver Cancer”, 2013 2nd IAPR Asian Conference on Pattern Recognition (ACPR)
2013
Later among the works it cites.
C. Rudin, B. Letham, and D. Madigan, “Learning Theory Analysis for Association Rules and Sequential Event Prediction,” The Journal of Machine Learning Research
2013
Later among the works it cites.
D. Phung, C. Huang, S. Rutherford, C. Chu, X. Wang, M. Nguyen, N. H. Nguyen,and C. Do Manh, “Identification of the Prediction Model for Dengue Incidence in Can Tho City, a Mekong Delta Area in Vietnam,” Acta tropica
2015
Later among the works it cites.
T. Wang, C. Rudin, F. Doshi-Velez, Y. Liu, E. Klampfl, and P. MacNeille, “A Bayesian Framework for Learning Rule Sets for Interpretable Classification,” The Journal of Machine Learning Research
2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
2011
Cited alongside, same era.
M. Gharbi, P. Quenel, J. Gustave, S. Cassadou, G. La Ruche, L. Girdary, andL. Marrama, “Time Series Analysis of Dengue Incidence in Guadeloupe, French West Indies: Forecasting Models Using Climate Variables as Predictors,” BMC infectious diseases
2011
Cited alongside, same era.
K. S. Narendra and M. A. Thathachar, “Learning Automata: An Introduction”. Courier Corporation
2012
Cited alongside, same era.
V. Feldman, “Learning DNF Expressions From Fourier Spectrum,” in Conference on Learning Theory
2012
Cited alongside, same era.
Cited in the paper.
2018
Later among the works it cites.
R. S. Cruz, B. Fernando, A. Cherian, and S. Gould, “Neural Algebra of Classifiers,” arXiv:1801.08676
2018
Later among the works it cites.
K. Abeyrathna, O.-C. Granmo, and M. Goodwin, “A novel Tsetlin Automata Scheme to Forecast Dengue Outbreaks in the Philippines,” 2018 IEEE 30th Inter-national Conference on Tools with Artificial Intelligence (ICTAI), 2018
2018
Later among the works it cites.
K. Abeyrathna, O.-C. Granmo, and M. Goodwin, “Effect of Data From Neighbouring Regions to Forecast Dengue Incidences in Different Regions of Philippines Using Artificial Neural Networks,” 2018: Norsk Informatikkonferanse
2018
Later among the works it cites.