Search results for "time series"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
4	Anne Denton, Christopher Besemann, Dietmar H. Dorr	Pattern-based time-series subsequence clustering using radial distribution functions.	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Time series subsequence clustering, Clustering noisy data, Time series labeling, Density-based clustering, Noise elimination
4	Sergey Dolenko, Alexander Guzhva, Igor Persiantsev, Ju. S. Shugai	Multi-stage Algorithm Based on Neural Network Committee for Prediction and Search for Precursors in Multi-dimensional Time Series.	ICANN	2009	DBLP DOI BibTeX RDF	neural network committee, precursor, multi-dimensional time series, time series prediction
4	Héctor Sanvicente Sánchez, Yolanda Solís-Alvarado	Generator of Synthetic Rainfall Time Series through Markov Hidden States.	ICCSA	2008	DBLP DOI BibTeX RDF	multivariate time series analyst, Markov hidden states, hidden Markov model, Time series, Markov process, hydrologic modeling
4	Donald B. Percival, William L. B. Constantine	Exact simulation of Gaussian Time Series from Nonparametric Spectral Estimates with Application to Bootstrapping.	Statistics and Computing	2006	DBLP DOI BibTeX RDF	Circulant embedding, Power law process, Surrogate time series, Time series analysis, Gaussian process
4	Ali Gholipour, Babak Nadjar Araabi, Caro Lucas	Predicting Chaotic Time Series Using Neural and Neurofuzzy Models: A Comparative Study.	Neural Processing Letters	2006	DBLP DOI BibTeX RDF	adaptive network based fuzzy inference system, locally linear models, locally linear model tree, multilayer function, neurofuzzy models, prediction, radial basis function, chaotic time series, nonlinear time series
4	Mohammad Assaad, Romuald Boné, Hubert Cardot	Predicting Chaotic Time Series by Boosted Recurrent Neural Networks.	ICONIP	2006	DBLP DOI BibTeX RDF	Boosting, Recurrent neural networks, Time series forecasting, Chaotic time series
4	Mohamed G. Elfeky, Walid G. Aref, Ahmed K. Elmagarmid	Periodicity Detection in Time Series Databases.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	Periodic patterns mining, time series analysis, temporal data mining, time series forecasting
4	Yoshiki Tanaka, Kazuhisa Iwamoto, Kuniaki Uehara	Discovery of Time-Series Motif from Multi-Dimensional Data Based on MDL Principle.	Machine Learning	2005	DBLP DOI BibTeX RDF	time-series motifs, multi-dimensional time-series data, MDL principle good, PCA
4	Zikuan Liu, Jalal Almhana, Vartan Choulakian, Robert McGorman	Modeling Internet Traffic Using Nongaussian Time Series Models.	CNSR	2005	DBLP DOI BibTeX RDF	negative binomial time series, Gamma time series, Internet traffic
4	Tak-Chung Fu, Fu-Lai Chung, Pui-ying Tang, Robert Wing Pong Luk, Chak-man Ng	Incremental stock time series data delivery and visualization.	CIKM	2005	DBLP DOI BibTeX RDF	incremental data delivery, multi-resolution visualization, time series data management, time series representation, binary tree
4	Abel Matus-Castillejos, Ric Jentzsch	A Time Series Data Management Framework.	ITCC	2005	DBLP DOI BibTeX RDF	Time Series Data Management, Temporal Database, Temporal Data, Time Series Database
4	Paulo Cortez, Miguel Rocha, José Neves	Genetic and Evolutionary Algorithms for Time Series Forecasting.	IEA/AIE	2001	DBLP DOI BibTeX RDF	Genetic and Evolutionary Algorithms, ARMA models, Time Series Analysis, Time Series Forecasting
4	Davood Rafiei, Alberto O. Mendelzon	Querying Time Series Data Based on Similarity.	IEEE Trans. Knowl. Data Eng.	2000	DBLP DOI BibTeX RDF	time series retrieval, indexing time series, Fourier transform, Similarity queries
4	Jimmie L. Davis, Kavitha Chandra, Charles Thompson	Nonlinear Time-Series Model for VBR Video Traffic. (PDF / PS)	LCN	2000	DBLP DOI BibTeX RDF	nonlinear time-series model, VBR video traffic, H.261 encoded video traffic, threshold autoregressive process, TAR model, statistical characteristics, multiplexed video sources, buffer occupancy, first-in first-out deterministic service queue, FIFO deterministic service queue, Markov chain based processes, time series, queueing theory, telecommunication traffic, visual communication, autoregressive processes, variable bit rate traffic
4	Yi-Leh Wu, Divyakant Agrawal, Amr El Abbadi	A Comparison of DFT and DWT based Similarity Search in Time-Series Databases.	CIKM	2000	DBLP DOI BibTeX RDF	time-series matching, wavelet transform, smoothing, fourier transform, time-series analysis, time-series database
4	Rajalakshmi Ramachandran, Venkat R. Bhethanabotla	Generalized Autoregressive Moving Average Modeling of the Bellcore Data. (PDF / PS)	LCN	2000	DBLP DOI BibTeX RDF	autoregressive moving average processes, generalized autoregressive moving average modeling, nonstationary time series, GARMA models, Bellcore Ethernet trace data, estimation method, ARIMA forecasts, partial autocorrelation function, ARIMA model, time series, local area networks, self-similarity, telecommunication traffic, confidence interval, correlation methods, time series forecasting, autocorrelation function, spectra
4	B. Kartikeyan, Abhinanda Sarkar	Shape Description by Time Series.	IEEE Trans. Pattern Anal. Mach. Intell.	1989	DBLP DOI BibTeX RDF	2D closed contours, noncausal quadratic Volterra model, modeling, pattern recognition, pattern recognition, picture processing, picture processing, time series, time series, shape description
3	Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares	A covariance matrix adaptation based evolutionary methodology for phase adjustment in financial time series forecasting.	GECCO	2010	DBLP DOI BibTeX RDF	covariance matrix adaptation evolution strategy, multilayer perceptron networks, random walk dilemma, time phase adjustment, evolutionary algorithms, financial time series forecasting
3	Aranildo Rodrigues Lima Junior, David Augusto Silva, Paulo Salgado Mattos Neto, Tiago A. E. Ferreira	An experimental study of fitness function and time series forecasting using artificial neural networks.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	genetic algorithms, artificial neural networks, GRASPES, fitness function, time series forecasting
3	Dilip P. Ahalpara	Improved forecasting of time series data of real system using genetic programming.	GECCO	2010	DBLP DOI BibTeX RDF	state-space reconstruction, genetic programming, time series forecasting
3	Ricardo de A. Araújo, Adriano L. I. de Oliveira, Sérgio C. B. Soares	Hybrid evolutionary quantum inspired method to adjust time phase distortions in financial time series.	SAC	2010	DBLP DOI BibTeX RDF	hybrid evolutionary systems, qubit multilayer perceptron, random walk dilemma, time phase distortions adjustment, financial time series forecasting, quantum inspired evolutionary algorithms
3	XiongFei Luo, Feng Tian, Wei Liu, Dongxing Teng, Guozhong Dai, Hongan Wang	Visualizing time-series data in processlines: design and evaluation of a process enterprise application.	SAC	2010	DBLP DOI BibTeX RDF	business visualization, visual analytics, visual design, time-series data
3	Vibhor Rastogi, Suman Nath	Differentially private aggregation of distributed time-series with transformation and encryption.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	distributed noise addition, output perturbation, participatory data mining, time-series data, private data analysis
3	Smruti R. Sarangi, Karin Murthy	DUST: a generalized notion of similarity between uncertain time series.	KDD	2010	DBLP DOI BibTeX RDF	data mining, time series, similarity, distance measure, uncertain data
3	Abdullah Mueen, Eamonn J. Keogh	Online discovery and maintenance of time series motifs.	KDD	2010	DBLP DOI BibTeX RDF	time series, online algorithms, motifs
3	Rita Marques Brandão, Acácio M. O. Porta Nova	Analysis of nonstationary stochastic simulations using classical time-series models.	ACM Trans. Model. Comput. Simul.	2009	DBLP DOI BibTeX RDF	simulation metamodels, Discrete-event simulation, time-series models, output analysis
3	Joseph Ryan G. Lansangan, Erniel B. Barrios	Principal components analysis of nonstationary time series data.	Statistics and Computing	2009	DBLP DOI BibTeX RDF	Sparse principal components analysis, Principal components analysis, Time series, Singular value decomposition, Nonstationarity
3	Masoud Mirmomeni, Caro Lucas, Masoud Shafiee, Babak Nadjar Araabi, Elaheh Kamaliha	Fuzzy descriptor systems and spectral analysis for chaotic time series prediction.	Neural Computing and Applications	2009	DBLP DOI BibTeX RDF	Long term prediction, Singular spectrum analysis, Fuzzy descriptor models, GLoLiMoT, Chaotic time series
3	Jin Shieh, Eamonn J. Keogh	iSAX: disk-aware mining and indexing of massive time series datasets.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF	Data mining, Indexing, Time series, Representations
3	Juan Manuel Vilar, José Antonio Vilar, Sonia Pértega Díaz	Classifying Time Series Data: A Nonparametric Approach.	J. Classification	2009	DBLP DOI BibTeX RDF	Time series, Cluster analysis, Hypothesis testing, Nonparametric methods
3	Zidong Wang, Xiaohui Liu, Yurong Liu, Jinling Liang, Veronica Vinciotti	An Extended Kalman Filtering Approach to Modeling Nonlinear Dynamic Gene Regulatory Networks via Short Gene Expression Time Series.	IEEE/ACM Trans. Comput. Biology Bioinform.	2009	DBLP DOI BibTeX RDF	DNA microarray technology, clustering, Modeling, gene expression, time series data, extended Kalman filtering
3	André Paoliello Modenesi, Antônio de Pádua Braga	Analysis of Time Series Novelty Detection Strategies for Synthetic and Real Data.	Neural Processing Letters	2009	DBLP DOI BibTeX RDF	Reduced coulomb energy networks, Density probability estimation, Neural networks, Principal component analysis, Time series, Signal processing, Novelty detection
3	Monica Chis, Soumya Banerjee, Aboul Ella Hassanien	Clustering Time Series Data: An Evolutionary Approach.	Foundations of Computational Intelligence	2009	DBLP DOI BibTeX RDF	evolutionary clustering, clustering, evolutionary computation, Time series
3	Piotr W. Mirowski, Yann LeCun	Dynamic Factor Graphs for Time Series Modeling.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	time series, expectation-maximization, dynamic Bayesian networks, factor graphs, recurrent networks
3	Paulo S. G. de Mattos Neto, Aranildo Rodrigues Lima Junior, Tiago A. E. Ferreira	Time series forecasting using a perturbative intelligent system.	GECCO	2009	DBLP DOI BibTeX RDF	evolve neural network system, genetic algorithms, prediction, artificial neural networks, time series
3	Victor M. Landassuri-Moreno, John A. Bullinaria	Neural network ensembles for time series forecasting.	GECCO	2009	DBLP DOI BibTeX RDF	ensemble neural networks, evolutionary programming, time series forecasting, evolutionary neural networks
3	Christophe Paoli, Cyril Voyant, Marc Muselli, Marie-Laure Nivet	Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks.	ICIC	2009	DBLP DOI BibTeX RDF	Seasonality, Time Series, Preprocessing, Multi-Layer Perceptron
3	Pei-Chann Chang, Chi-Yang Tsai, Chiung-Hua Huang, Chin-Yuan Fan	Application of a Case Base Reasoning Based Support Vector Machine for Financial Time Series Data Forecasting.	ICIC	2009	DBLP DOI BibTeX RDF	financial time series data, clustering, classification, support vector machine, case base reasoning, forecasting
3	Andrew Skabar	Lag-Dependent Regularization for MLPs Applied to Financial Time Series Forecasting Tasks.	ICCS	2009	DBLP DOI BibTeX RDF	weight regularization, Multilayer perceptrons, financial time series forecasting
3	Liming Yang, Laisheng Wang, Yitian Xu, Qun Sun	Time Series Prediction Based on Generalization Bounds for Support Vector Machine.	ISNN	2009	DBLP DOI BibTeX RDF	VC bounds, SVM, Time series prediction, AR model
3	Liqiang Zhu	Nonlinear Time Series Prediction by Using RBF Network.	ISNN	2009	DBLP DOI BibTeX RDF	Time series predication, Time-delay embedding, RBF
3	Zhongcheng Zhang	Alternating Iterative Projection Algorithm of Multivariate Time Series Mixed Models.	ISNN	2009	DBLP DOI BibTeX RDF	Multivariate time series regression, Ill-condition separation, Alternating iterative, Parameters estimation
3	Hongwei Wang, Hong Gu	Prediction of Chaotic Time Series Based on Neural Network with Legendre Polynomials.	ISNN	2009	DBLP DOI BibTeX RDF	Legendre orthogonal polynomials, Neural network, Singular value decomposition, Kalman filtering, Chaotic time series
3	Christian Holz, Steven Feiner	Relaxed selection techniques for querying time-series graphs.	UIST	2009	DBLP DOI BibTeX RDF	time-series data, similarity queries
3	Pongsakorn Ruengronghirunya, Vit Niennattrakul, Chotirat Ann Ratanamahatana	Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping Distance.	PAKDD	2009	DBLP DOI BibTeX RDF	Lower Bounding Function, Indexing, Similarity Search, Dynamic Time Warping, Time Series Data
3	Poat Sajjipanon, Chotirat Ann Ratanamahatana	A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data.	PAKDD	2009	DBLP DOI BibTeX RDF	Time Series Mining, Fractal Representation, Fractal Dimension
3	Omar U. Florez, SeungJin Lim	Discovery of time series in video data through distribution of spatiotemporal gradients.	SAC	2009	DBLP DOI BibTeX RDF	classification and mining, multimedia categorization, multimedia structure and content analysis, spatiotemporal events, time series, video mining
3	Alejandro Veloz, Héctor Allende-Cid, Héctor Allende, Claudio Moraga, Rodrigo Salas	A Flexible Neuro-Fuzzy Autoregressive Technique for Non-linear Time Series Forecasting.	KES	2009	DBLP DOI BibTeX RDF	Non-linear Autoregressive Time Series, Flexible and Incremental learning, Neuro-fuzzy models
3	Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, Amaury Lendasse	Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction.	ICANN	2009	DBLP DOI BibTeX RDF	ensemble models, adaptivity, sliding window, time series prediction, nonstationarity, extreme learning machine
3	Hujun Yin, He Ni	Generalized Self-Organizing Mixture Autoregressive Model for Modeling Financial Time Series.	ICANN	2009	DBLP DOI BibTeX RDF	mixture autoregressive model, self-organizing map, Time series
3	Kenta Oku, Shinsuke Nakajima, Jun Miyazaki, Shunsuke Uemura, Hirokazu Kato	A recommendation method considering users' time series contexts.	ICUIMC	2009	DBLP DOI BibTeX RDF	recommendation method, time series contexts, user's action pattern, user's contexts
3	Waleed M. Azmy, Neamat El Gayar, Amir F. Atiya, Hisham El-Shishiny	MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction.	MCS	2009	DBLP DOI BibTeX RDF	NN3 data, Wilcoxon, diversity, MLP, Gaussian Processes, Time series prediction, Negative Correlation Learning
3	Sang Ho Park, Ju-Hong Lee, Jae-Won Song, Tae-Su Park	Forecasting Change Directions for Financial Time Series Using Hidden Markov Model.	RSKT	2009	DBLP DOI BibTeX RDF	Hidden Markov Model, Forecasting, Sliding Window, Financial Time Series
3	Qiang Luo, Xu Liu, Dongyun Yi	Reconstructing Gene Networks from Microarray Time-Series Data via Granger Causality.	Complex	2009	DBLP DOI BibTeX RDF	partial Granger causality, gene regulatory networks, time series data, projection pursuit
3	Michael Small, Jie Zhang, Xiaoke Xu	Transforming Time Series into Complex Networks.	Complex	2009	DBLP DOI BibTeX RDF	complex networks, chaos, chaotic dynamics, nonlinear time series
3	Jessica Lin 0001, Yuan Li	Finding Structural Similarity in Time Series Data Using Bag-of-Patterns Representation.	SSDBM	2009	DBLP DOI BibTeX RDF	Data mining, Time series, Similarity Search
3	Songpol Ongwattanakul, Dararat Srisai	Contrast enhanced dynamic time warping distance for time series shape averaging classification.	Int. Conf. Interaction Sciences	2009	DBLP DOI BibTeX RDF	shape averaging, similarity measure, dynamic time warping, time series data
3	Mourad Ykhlef, Abdulaziz Al-Reshoud	Association mining of time series dependency.	iiWAS	2009	DBLP DOI BibTeX RDF	dependency rules, genetic algorithm, time series, discretization, association mining
3	Andreas Andreakis, Nicolai von Hoyningen-Huene, Michael Beetz	Incremental Unsupervised Time Series Analysis Using Merge Growing Neural Gas.	WSOM	2009	DBLP DOI BibTeX RDF	recursive temporal context, self-organizing, time series analysis, incremental, unsupervised
3	Maria Martínez-Ballesteros, Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme	Quantitative Association Rules Applied to Climatological Time Series Forecasting.	IDEAL	2009	DBLP DOI BibTeX RDF	Time series, forecasting, quantitative association rules
3	J. M. Molina, J. Garcia, A. C. Bicharra Garcia, R. Melo, L. Correia	Segmentation and Classification of Time-Series: Real Case Studies.	IDEAL	2009	DBLP DOI BibTeX RDF	Segmentation, Time Series Analysis, Engineering Applications
3	Yinfeng Xu, Wenming Zhang, Feifeng Zheng	Optimal Algorithms for the Online Time Series Search Problem.	COCOA	2009	DBLP DOI BibTeX RDF	Time Series Search, Profit Function, Online Algorithm, Competitive Ratio
3	Numanul Subhani, Alioune Ngom, Luis Rueda, Conrad J. Burden	Microarray Time-Series Data Clustering via Multiple Alignment of Gene Expression Profiles.	PRIB	2009	DBLP DOI BibTeX RDF	Profile Alignment, Microarrays, k-Means Clustering, Time-Series Data, Cubic Spline, Gene Expression Profiles
3	Bernhard Brühl, Marco Hülsmann, Detlef Borscheid, Christoph M. Friedrich, Dirk Reith	A Sales Forecast Model for the German Automobile Market Based on Time Series Analysis and Data Mining Methods.	ICDM	2009	DBLP DOI BibTeX RDF	Sales Forecast, Data Mining, Time Series Analysis, Automobile Industry
3	Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme	Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences.	IDA	2009	DBLP DOI BibTeX RDF	Time series, forecasting, outliers
3	Constanze Lipowsky, Egor Dranischnikow, Herbert Göttler, Thomas Gottron, Mathias Kemeter, Elmar Schömer	Alignment of Noisy and Uniformly Scaled Time Series.	DEXA	2009	DBLP DOI BibTeX RDF	linear time warping, bounded dynamic time warping, shotgun analysis, Time series, FFT, alignment, linear regression, offset, stretching factor
3	Yubao Liu, Xiuwei Chen, Fei Wang, Jian Yin	Efficient Detection of Discords for Time Series Stream.	APWeb/WAIM	2009	DBLP DOI BibTeX RDF	Time discord, Online detection, Time series stream
3	Xiaoguang Li, Long Xie, Baoyan Song, Ge Yu, Daling Wang	Pseudo Period Detection on Time Series Stream with Scale Smoothing.	APWeb/WAIM	2009	DBLP DOI BibTeX RDF	time series stream, pseudo period, scale smoothing, period detection
3	Jeffrey Heer, Nicholas Kong, Maneesh Agrawala	Sizing the horizon: the effects of chart size and layering on the graphical perception of time series visualizations.	CHI	2009	DBLP DOI BibTeX RDF	graphical perception, horizon graphs, line charts, visualization, time series
3	Sara C. Madeira, Arlindo L. Oliveira	Efficient Biclustering Algorithms for Time Series Gene Expression Data Analysis.	IWANN	2009	DBLP DOI BibTeX RDF	gene expression time series, temporal expression patterns, anticorrelated time-lagged patterns, regulatory modules, Biclustering
3	Pedro J. Zufiria, Pascual Campoy	Estimating the Embedding Dimension Distribution of Time Series with SOMOS.	IWANN	2009	DBLP DOI BibTeX RDF	embedding dimension, SOMOS architecture, time series, window size
3	Francisco J. Puente, Cesar A. Hernandez S., Octavio J. Salcedo Parra	Comparative analysis of time series techniques ARIMA and ANFIS to forecast Wimax traffic.	MoMM	2009	DBLP DOI BibTeX RDF	auto-correlation, time series, Wimax, traffic model, stochastic, ANFIS, ARIMA
3	Cesar Augusto Hernández Suarez, Octavio J. Salcedo Parra, Francisco J. Puente	A proposal based on time series to predict traffic values inside a Wi-Fi data network.	MoMM	2009	DBLP DOI BibTeX RDF	time series, correlation, communication network, traffic model, ARIMA
3	Takashi Shibuya, Tatsuya Harada, Yasuo Kuniyoshi	Causality quantification and its applications: structuring and modeling of multivariate time series.	KDD	2009	DBLP DOI BibTeX RDF	markov chain, entropy, information theory, time series prediction, autoregressive model
3	Jun Zhang 0003, Henry Shu-Hung Chung, Wai-Lun Lo	Chaotic Time Series Prediction Using a Neuro-Fuzzy System with Time-Delay Coordinates.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	Chaotic time series prediction, time delay coordinate embedding, neuro-fuzzy systems
3	Themis Palpanas, Michail Vlachos, Eamonn J. Keogh, Dimitrios Gunopulos	Streaming Time Series Summarization Using User-Defined Amnesic Functions.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	amnesic approximation, time series, streaming algorithm
3	Rafik A. Aliev, Bijan Fazlollahi, Rashad R. Aliev, Babek Guirimov	Linguistic time series forecasting using fuzzy recurrent neural network.	Soft Comput.	2008	DBLP DOI BibTeX RDF	Fuzzy recurrent neural network, Genetic algorithm, Fuzzy time series
3	Ning Xiong, Peter Funk	Concise case indexing of time series in health care by means of key sequence discovery.	Appl. Intell.	2008	DBLP DOI BibTeX RDF	Key sequence discovery, Case indexing, Time series, Case-based reasoning
3	Kaijun Wang, Junying Zhang, Fengshan Shen, Lingfeng Shi	Adaptive learning of dynamic Bayesian networks with changing structures by detecting geometric structures of time series.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Geometric structures of time series, Changing structures, Unsupervised structure learning, Dynamic Bayesian network, Adaptive learning
3	Srividya Kadiyala, Nematollaah Shiri	A compact multi-resolution index for variable length queries in time series databases.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Multi-resolution index, Variable length queries, Performance, Query optimization, Time series, Dimensionality reduction, Similarity search, R-trees
3	Zhen He, Xiaoyang Sean Wang, Byung Suk Lee, Alan C. H. Ling	Mining partial periodic correlations in time series.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Time series mining, Principal component analysis, Correlations, Periodic patterns
3	Dragomir Yankov, Eamonn J. Keogh, Umaa Rebbapragada	Disk aware discord discovery: finding unusual time series in terabyte sized datasets.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Discords, Distance outliers, Disk aware algorithms, Time series
3	Weimin Li, Yishu Luo, Qin Zhu, Jianwei Liu, Jiajin Le	Applications of AR*-GRNN model for financial time series forecasting.	Neural Computing and Applications	2008	DBLP DOI BibTeX RDF	AR, AR-GRNN, Bootstrap, Time series forecasting, GRNN
3	Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsis, H. Tawfik	The application of ridge polynomial neural network to multi-step ahead financial time series prediction.	Neural Computing and Applications	2008	DBLP DOI BibTeX RDF	Ridge polynomial neural networks, Functional link neural networks, Pi-Sigma neural networks, Multilayer perceptrons, Financial time series
3	Lei Fu, Leen-Kiat Soh, Ashok Samal	Techniques for Computing Fitness of Use (FoU) for Time Series Datasets with Applications in the Geospatial Domain.	GeoInformatica	2008	DBLP DOI BibTeX RDF	Fitness of Use (FoU), Dempster-Shafer belief theory, time series data
3	Parvathi Chundi, Daniel J. Rosenkrantz	Efficient algorithms for segmentation of item-set time series.	Data Min. Knowl. Discov.	2008	DBLP DOI BibTeX RDF	Item-set time series, Measure function, Segment difference, Optimal segmentation, Segmentation algorithms
3	Robin Kramer, Dong Xu	Projecting Gene Expression Trajectories through Inducing Differential Equations from Microarray Time Series Experiments.	Signal Processing Systems	2008	DBLP DOI BibTeX RDF	dynamic trajectory, time series, singular value decomposition, microarray, gene expression, differential equation
3	Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato	A New Intelligent System Methodology for Time Series Forecasting with Artificial Neural Networks.	Neural Processing Letters	2008	DBLP DOI BibTeX RDF	Evolutionary hybrid systems, Genetic algorithms, Prediction, Artificial neural networks, Time series
3	Guillaume Bertello, Pierre-Jean Arduin, Fabio Boschetti, Dion Weatherley	Application of Computational Mechanics to the Analysis of Seismic Time-series via Numerical Optimisation.	New Generation Comput.	2008	DBLP DOI BibTeX RDF	Prediction, Optimisation, Time Series Analysis, Computational Mechanics
3	Sang-Hong Lee, Hyoung J. Jang, Joon S. Lim	Forecasting Short-Term KOSPI Time Series Based on NEWFM.	New Directions in Intelligent Interactive Multimedia	2008	DBLP DOI BibTeX RDF	weighted average defuzzification, KOSPI, wavelet transform, fuzzy neural networks, nonlinear time series
3	Xiaohai Sun	Assessing Nonlinear Granger Causality from Multivariate Time Series.	ECML/PKDD	2008	DBLP DOI BibTeX RDF	time series, kernel methods, Granger causality
3	Aranildo Rodrigues Lima Junior, Tiago Alessandro Espínola Ferreira	A hybrid method for tuning neural network for time series forecasting.	GECCO	2008	DBLP DOI BibTeX RDF	grasp method, neural network, time series, forecasting, evolutionary strategies
3	Alexandros Agapitos, Matthew Dyson, Jenya Kovalchuk, Simon M. Lucas	On the genetic programming of time-series predictors for supply chain management.	GECCO	2008	DBLP DOI BibTeX RDF	iterated single-step prediction, prediction/forecasting, single-step prediction, statistical time-series features
3	Neal Wagner, Zbigniew Michalewicz	An analysis of adaptive windowing for time series forecasting in dynamic environments: further tests of the DyFor GP model.	GECCO	2008	DBLP DOI BibTeX RDF	uncertain environments, genetic programming, time series, dynamic, forecasting
3	Aranildo Rodrigues Lima Junior	A study for multi-objective fitness function for time series forecasting with intelligent techniques.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	neural network, time series, forecasting, fitness function, evolutionary strategies
3	Andrew Skabar	A Kernel-Based Technique for Direction-of-Change Financial Time Series Forecasting.	ICCS	2008	DBLP DOI BibTeX RDF	kernel methods, Financial time series forecasting
3	Jian-ping Qiu, Lichao Chen, Yingjun Zhang	A Prediction Algorithm Based on Time Series Analysis.	ISNN	2008	DBLP DOI BibTeX RDF	Semantic Web of Trust, CLRM, VAR-GARCH, Time Series Analysis
3	Waiyawuth Euachongprasit, Chotirat Ann Ratanamahatana	Accurate and Efficient Retrieval of Multimedia Time Series Data Under Uniform Scaling and Time Warping.	PAKDD	2008	DBLP DOI BibTeX RDF	Uniform Scaling, Data Mining, Time Series, Dynamic Time Warping, Content-based Multimedia Retrieval
3	Phayung Meesad, Tong Srikhacha	Stock Price Time Series Prediction using Neuro-Fuzzy with Support Vector Guideline System.	SNPD	2008	DBLP DOI BibTeX RDF	NFSV, Prediction, Time Series, Neuro Fuzzy, Support Vector, Stock
3	Fábio Fabris, Idilio Drago, Flávio Miguel Varejão	A Multi-measure Nearest Neighbor Algorithm for Time Series Classification.	IBERAMIA	2008	DBLP DOI BibTeX RDF	Time Series Classification, Multi-Measure Classifier, Data Mining, Machine Learning