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ICRA
2005
IEEE
132views Robotics» more  ICRA 2005»
14 years 3 months ago
Adaptive Sensing for Instantaneous Gas Release Parameter Estimation
Abstract— This paper presents a new approach for estimating in real-time the parameters of the advection-diffusion equation that describes the propagation of an instantaneously r...
Vassilios N. Christopoulos, Stergios I. Roumelioti...
ISCI
2008
137views more  ISCI 2008»
13 years 9 months ago
Inference of differential equation models by genetic programming
This paper describes an evolutionary method for identifying a causal model from the observed time series data. We use a system of ordinary differential equations (ODEs) as the cau...
Hitoshi Iba
KDD
2012
ACM
205views Data Mining» more  KDD 2012»
12 years 7 days ago
Searching and mining trillions of time series subsequences under dynamic time warping
Most time series data mining algorithms use similarity search as a core subroutine, and thus the time taken for similarity search is the bottleneck for virtually all time series d...
Thanawin Rakthanmanon, Bilson J. L. Campana, Abdul...
SAINT
2005
IEEE
14 years 3 months ago
Inductive Logic Programming for Structure-Activity Relationship Studies on Large Scale Data
Inductive Logic Programming (ILP) is a combination of inductive learning and first-order logic aiming to learn first-order hypotheses from training examples. ILP has a serious b...
Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numa...
ADC
2005
Springer
122views Database» more  ADC 2005»
14 years 3 months ago
Finding Similarity in Time Series Data by Method of Time Weighted Moments
Similarity search in time series data is an active area of research in data mining. In this paper we introduce a new approach for performing similarity search over time series dat...
Durga Toshniwal, Ramesh C. Joshi