Generalized kraft inequality and arithmetic coding
IBM Journal of Research and Development
System identification-A survey
Automatica (Journal of IFAC)
Pattern Recognition Letters - Special issue: Artificial neural networks in pattern recognition
Artificial Intelligence
Improving the prediction and parsimony of ARX models using multiscale estimation
Applied Soft Computing
Pattern Recognition
A variational method for the recovery of dense 3D structure from motion
Robotics and Autonomous Systems
Information maximization in face processing
Neurocomputing
Strategies for improving the modeling and interpretability of Bayesian networks
Data & Knowledge Engineering
A linear-time algorithm for computing the multinomial stochastic complexity
Information Processing Letters
A composite signal subspace speech classifier
Signal Processing
On time series model selection involving many candidate ARMA models
Computational Statistics & Data Analysis
Learning and modeling biosignatures from tissue images
Computers in Biology and Medicine
Globally adaptive region information for automatic color-texture image segmentation
Pattern Recognition Letters
Regressor and structure selection in NARX models using a structured ANOVA approach
Automatica (Journal of IFAC)
Inference of node replacement graph grammars
Intelligent Data Analysis
Journal of Biomedical Informatics
Content-based image retrieval with the normalized information distance
Computer Vision and Image Understanding
GAKREM: A novel hybrid clustering algorithm
Information Sciences: an International Journal
Identification of a periodic time series from an environmental proxy record
Computers & Geosciences
A comparative study of model selection criteria for computer vision applications
Image and Vision Computing
Interpretability constraints for fuzzy information granulation
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Image description with features that summarize
Computer Vision and Image Understanding
A dual latent class unfolding model for two-way two-mode preference rating data
Computational Statistics & Data Analysis
Minimal model dimension/order determination algorithms for recurrent neural networks
Pattern Recognition Letters
Shape and texture clustering: Best estimate for the clusters number
Image and Vision Computing
Computer Vision and Image Understanding
A fuzzy vector valued KNN-algorithm for automatic outlier detection
Applied Soft Computing
Data & Knowledge Engineering
Asymptotic bootstrap corrections of AIC for linear regression models
Signal Processing
A discrete mixture-based kernel for SVMs: Application to spam and image categorization
Information Processing and Management: an International Journal
Blind identification of MISO-FIR channels
Signal Processing
Semi-automatic dynamic auxiliary-tag-aided image annotation
Pattern Recognition
On multivariate binary data clustering and feature weighting
Computational Statistics & Data Analysis
Expert Systems with Applications: An International Journal
Integrating spatial and color information in images using a statistical framework
Expert Systems with Applications: An International Journal
Maximum a posteriori pruning on decision trees and its application to bootstrap BUMPing
Computational Statistics & Data Analysis
Segmenting magnetic resonance images via hierarchical mixture modelling
Computational Statistics & Data Analysis
Parametric model-based motion segmentation using surface selection criterion
Computer Vision and Image Understanding
Rank pattern-based selection of input/output ARMA model order
Digital Signal Processing
Online clustering via finite mixtures of Dirichlet and minimum message length
Engineering Applications of Artificial Intelligence
Model selection by sequentially normalized least squares
Journal of Multivariate Analysis
Camera handoff and placement for automated tracking systems with multiple omnidirectional cameras
Computer Vision and Image Understanding
Evolutionary induction of stochastic context free grammars
Pattern Recognition
Model selection with the Loss Rank Principle
Computational Statistics & Data Analysis
Gaussian mixture learning via robust competitive agglomeration
Pattern Recognition Letters
Identification of nonlinear systems using Polynomial Nonlinear State Space models
Automatica (Journal of IFAC)
Improving algorithms for structure learning in Bayesian Networks using a new implicit score
Expert Systems with Applications: An International Journal
Model-based subspace clustering of non-Gaussian data
Neurocomputing
Feature selection for Bayesian network classifiers using the MDL-FS score
International Journal of Approximate Reasoning
A modified support vector machine and its application to image segmentation
Image and Vision Computing
VSUMM: A mechanism designed to produce static video summaries and a novel evaluation method
Pattern Recognition Letters
Smooth contour coding with minimal description length active grid segmentation techniques
Pattern Recognition Letters
Helicopter radar return analysis: Estimation and blade number selection
Signal Processing
Content and hierarchy in pixel-based methods for reverse engineering interface structure
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visual object tracking via sample-based Adaptive Sparse Representation (AdaSR)
Pattern Recognition
Large scale data mining using genetics-based machine learning
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Statistical theory of shape under elliptical models and singular value decompositions
Journal of Multivariate Analysis
Incorporating expert knowledge when learning Bayesian network structure: A medical case study
Artificial Intelligence in Medicine
Positive vectors clustering using inverted Dirichlet finite mixture models
Expert Systems with Applications: An International Journal
An effective discretization based on Class-Attribute Coherence Maximization
Pattern Recognition Letters
WSDL term tokenization methods for IR-style Web services discovery
Science of Computer Programming
Extracting data from human manipulation of objects towards improving autonomous robotic grasping
Robotics and Autonomous Systems
A memetic grammar inference algorithm for language learning
Applied Soft Computing
Facing the spammers: A very effective approach to avoid junk e-mails
Expert Systems with Applications: An International Journal
A theoretical investigation of several model selection criteria for dimensionality reduction
Pattern Recognition Letters
Detection of heterogeneous samples based on loaded generalized inner product method
Digital Signal Processing
Model discrimination using an algorithmic information criterion
Automatica (Journal of IFAC)
Paper: Estimation of pulse heights and arrival times
Automatica (Journal of IFAC)
Paper: Selecting the best linear transfer function model
Automatica (Journal of IFAC)
Automatica (Journal of IFAC)
Order estimation for subspace methods
Automatica (Journal of IFAC)
Identification of piecewise affine systems based on statistical clustering technique
Automatica (Journal of IFAC)
Identification of linear systems with nonlinear distortions
Automatica (Journal of IFAC)
Profiler: integrated statistical analysis and visualization for data quality assessment
Proceedings of the International Working Conference on Advanced Visual Interfaces
A spectral approach for heart rate fluctuations analysis
Mathematical and Computer Modelling: An International Journal
Model reduction with alternatives to the standard hankel matrix
Mathematical and Computer Modelling: An International Journal
Group Study of Simulated Driving fMRI Data by Multiset Canonical Correlation Analysis
Journal of Signal Processing Systems
Operator equalisation for bloat free genetic programming and a survey of bloat control methods
Genetic Programming and Evolvable Machines
Exploring probabilistic localized video representation for human action recognition
Multimedia Tools and Applications
Higher-order linkage learning in the ECGA
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Detecting communities in K-partite K-uniform (hyper)networks
Journal of Computer Science and Technology - Special issue on Community Analysis and Information Recommendation
SeqiBloc: mining multi-time spanning blockmodels in dynamic graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
RolX: structural role extraction & mining in large graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Uniqueness of linear factorizations into independent subspaces
Journal of Multivariate Analysis
On the detection of unknown locally repeating patterns in images
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I
Greedy Algorithm for Construction of Partial Association Rules
Fundamenta Informaticae
Near Sets. Special Theory about Nearness of Objects
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
On Minimal Rule Sets for Almost All Binary Information Systems
Fundamenta Informaticae - Half a Century of Inspirational Research: Honoring the Scientific Influence of Antoni Mazurkiewicz
Learning Classification Programs: The Genetic Algorithm Approach
Fundamenta Informaticae
Summarizing data succinctly with the most informative itemsets
ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on the Best of SIGKDD 2011
Dynamic Programming Approach for Partial Decision Rule Optimization
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
A review on probabilistic graphical models in evolutionary computation
Journal of Heuristics
A regularized compression method to unsupervised word segmentation
SIGMORPHON '12 Proceedings of the Twelfth Meeting of the Special Interest Group on Computational Morphology and Phonology
Fast and reliable anomaly detection in categorical data
Proceedings of the 21st ACM international conference on Information and knowledge management
Dynamic programming approach to optimization of approximate decision rules
Information Sciences: an International Journal
Entropy-based subspace separation for multiple frequency estimation
Digital Signal Processing
Multiple view object cosegmentation using appearance and stereo cues
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Contraction moves for geometric model fitting
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
A multi-parent search operator for bayesian network building
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Synthetic aperture bathymetry estimation with a multielement array
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Botnet detection based on non-negative matrix factorization and the MDL principle
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Information theoretic prototype selection for unattributed graphs
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Summarizing categorical data by clustering attributes
Data Mining and Knowledge Discovery
Length and coverage of inhibitory decision rules
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
A review on evolutionary algorithms in Bayesian network learning and inference tasks
Information Sciences: an International Journal
On online high-dimensional spherical data clustering and feature selection
Engineering Applications of Artificial Intelligence
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Pattern-guided genetic programming
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Fast algorithms for finding a minimum repetition representation of strings and trees
Discrete Applied Mathematics
Large scale data mining using genetics-based machine learning
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Fractional models for modeling complex linear systems under poor frequency resolution measurements
Digital Signal Processing
Feature selection using misclassification counts
AusDM '11 Proceedings of the Ninth Australasian Data Mining Conference - Volume 121
Model selection in markovian processes
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Improving the performance of the BioHEL learning classifier system
Expert Systems with Applications: An International Journal
Discovering facts with boolean tensor tucker decomposition
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Model probability in self-organising maps
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Finite asymmetric generalized Gaussian mixture models learning for infrared object detection
Computer Vision and Image Understanding
Covariance Matrix Estimation with Multi-Regularization Parameters based on MDL Principle
Neural Processing Letters
Simultaneous confidence bands for sequential autoregressive fitting
Journal of Multivariate Analysis
Supervised feature selection in graphs with path coding penalties and network flows
The Journal of Machine Learning Research
Derivative-constrained frequency-domain wideband DOA estimation
Multidimensional Systems and Signal Processing
Learning optimal bayesian networks: a shortest path perspective
Journal of Artificial Intelligence Research
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
Fundamenta Informaticae - Concurrency, Specification and Programming
Relationships Between Length and Coverage of Decision Rules
Fundamenta Informaticae - Dedicated to the Memory of Professor Manfred Kudlek
Perspectives on Uncertainty and Risk in Rough Sets and Interactive Rough-Granular Computing
Fundamenta Informaticae - Dedicated to the Memory of Professor Manfred Kudlek
Key roles of closed sets and minimal generators in concise representations of frequent patterns
Intelligent Data Analysis
Determining dependence relations using a new score based on imprecise probabilities
Intelligent Data Analysis
| Hi-index | 22.17 |
The number of digits it takes to write down an observed sequence x"1, ..., x"N of a time series depends on the model with its parameters that one assumes to have generated the observed data. Accordingly, by finding the model which minimizes the description length one obtains estimates of both the integer-valued structure parameters and the real-valued system parameters.