Search results for "MDL"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
22	Jilles Vreeken, Arno Siebes	Filling in the Blanks - Krimp Minimisation for Missing Data.	ICDM	2008	DBLP DOI BibTeX RDF
22	Jenni Johanna Hulkkonen, Jukka Veikko Heikkonen	A minimum description length principle based method for signal change detection in machine condition monitoring.	ICPR	2008	DBLP DOI BibTeX RDF
22	Saket Navlakha, Rajeev Rastogi, Nisheeth Shrivastava	Graph summarization with bounded error.	SIGMOD Conference	2008	DBLP DOI BibTeX RDF	graph compression, approximation, minimum description length
22	Xiaodong Cui, Abeer Alwan	Robust Speaker Adaptation by Weighted Model Averaging Based on the Minimum Description Length Criterion.	IEEE Trans. Speech Audio Process.	2007	DBLP DOI BibTeX RDF
22	Jussi Kujala, Tapio Elomaa	Improved Algorithms for Univariate Discretization of Continuous Features.	PKDD	2007	DBLP DOI BibTeX RDF
22	Georg Langs, Rene Donner, Philipp Peloschek, Horst Bischof	Robust Autonomous Model Learning from 2D and 3D Data Sets.	MICCAI (1)	2007	DBLP DOI BibTeX RDF
22	Ronnie Bathoorn, Arne Koopman, Arno Siebes	Reducing the Frequent Pattern Set.	ICDM Workshops	2006	DBLP DOI BibTeX RDF
22	Nicandro Cruz-Ramírez, Héctor-Gabriel Acosta-Mesa, Rocío-Erandi Barrientos-Martínez, Luis-Alonso Nava-Fernández	How Good Are the Bayesian Information Criterion and the Minimum Description Length Principle for Model Selection? A Bayesian Network Analysis.	MICAI	2006	DBLP DOI BibTeX RDF
22	Shaoyu Wang, Feihu Qi, Huaqing Li 0002	Minimum Description Length Shape Model Based on Elliptic Fourier Descriptors.	ISNN (2)	2006	DBLP DOI BibTeX RDF
22	Andrea Bosin, Nicoletta Dessì, Barbara Pes	High-Dimensional Micro-array Data Classification Using Minimum Description Length and Domain Expert Knowledge.	IEA/AIE	2006	DBLP DOI BibTeX RDF	Data Mining & Knowledge Discovery, Machine Learning, Bio-informatics
22	Shuang-Cheng Wang, Xiao-Lin Li 0001, Hai-Yan Tang	Hybrid Data Clustering Based on Dependency Structure and Gibbs Sampling.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
22	Franz Pernkopf, Djamel Bouchaffra	Genetic-Based EM Algorithm for Learning Gaussian Mixture Models.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
22	Jen-Tzung Chien, Sadaoki Furui	Predictive hidden Markov model selection for speech recognition.	IEEE Trans. Speech Audio Process.	2005	DBLP DOI BibTeX RDF
22	Jaume Bacardit, Josep Maria Garrell i Guiu	Bloat Control and Generalization Pressure Using the Minimum Description Length Principle for a Pittsburgh Approach Learning Classifier System.	IWLCS	2005	DBLP DOI BibTeX RDF
22	Peter Grünwald, Steven de Rooij	Asymptotic Log-Loss of Prequential Maximum Likelihood Codes.	COLT	2005	DBLP DOI BibTeX RDF
22	J. Stephen Downie, Joe Futrelle	Terascale music mining.	SC	2005	DBLP DOI BibTeX RDF
22	Hiroshi Tenmoto, Mineichi Kudo	Density- and Complexity-Regularization in Gaussian Mixture Bayesian Classifier.	WSTST	2005	DBLP DOI BibTeX RDF
22	Jovan G. Brankov, Yongyi Yang, Miles N. Wernick	Tomographic image reconstruction based on a content-adaptive mesh model.	IEEE Trans. Medical Imaging	2004	DBLP DOI BibTeX RDF
22	Yun-Seog Yeun, Won-Sun Ruy, Young-Soon Yang, Nam-Joon Kim	Implementing linear models in genetic programming.	IEEE Trans. Evol. Comput.	2004	DBLP DOI BibTeX RDF
22	Yu Ning Lai, Shiu Yin Yuen	Successive-Least-Squares Error Algorithm on Minimum Description Length Neural Networks for Time Series Prediction.	ICPR (4)	2004	DBLP DOI BibTeX RDF
22	Xuelei Hu, Lei Xu 0001	A Comparative Study of Several Cluster Number Selection Criteria.	IDEAL	2003	DBLP DOI BibTeX RDF
22	Alberto O. Mendelzon, Ken Q. Pu	Concise descriptions of subsets of structured sets.	PODS	2003	DBLP DOI BibTeX RDF	XML
22	J. Stephen Downie	The TREC-like evaluation of music IR systems.	SIGIR	2003	DBLP DOI BibTeX RDF	evaluation, music information retrieval, TREC
22	Wai Lam, Alberto Maria Segre	A Distributed Learning Algorithm for Bayesian Inference Networks.	IEEE Trans. Knowl. Data Eng.	2002	DBLP DOI BibTeX RDF	data mining, distributed systems, Bayesian networks, minimum description length principle
22	Taghi M. Khoshgoftaar, Naeem Seliya	Software Quality Classification Modeling Using The SPRINT Decision Tree Algorithm.	ICTAI	2002	DBLP DOI BibTeX RDF	software quality estimation, IBM Intelligent Data Miner, software metrics, classification trees, minimum description length principle
22	Man Leung Wong, Wai Lam, Kwong-Sak Leung	Using Evolutionary Programming and Minimum Description Length Principle for Data Mining of Bayesian Networks.	IEEE Trans. Pattern Anal. Mach. Intell.	1999	DBLP DOI BibTeX RDF	genetic algorithms, Evolutionary computation, Bayesian networks, unsupervised learning, minimum description length principle
22	Wai Lam	Bayesian Network Refinement Via Machine Learning Approach.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	Knowledge base refinement, data mining, machine learning, Bayesian networks, uncertainty reasoning
22	Thomas C. M. Lee	Segmenting Images Corrupted by Correlated Noise.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	Correlated noise, merging algorithm, image segmentation, minimum description length
22	Chuleerat Jaruskulchai	An Automatic Thai Lexical Acquisition from Text.	PRICAI	1998	DBLP DOI BibTeX RDF
21	Pieter W. Adriaans	Between Order and Chaos: The Quest for Meaningful Information.	Theory Comput. Syst.	2009	DBLP DOI BibTeX RDF	Meaningful information, Learning as compression, Two-part code optimization, Randomness deficiency, Algorithmic esthetics, MDL, Thermodynamics, Free energy
21	Arne Koopman, Arno Siebes	Characteristic relational patterns.	KDD	2009	DBLP DOI BibTeX RDF	frequent patterns, MDL, relational data mining
21	Koji Yamasaki, Koichi Shinoda, Sadaoki Furui	Automatically estimating number of scenes for rushes summarization.	TVS	2008	DBLP DOI BibTeX RDF	mdl, model selection, video summarization, trecvid, rushes
21	Wenrui Dai, Hongkai Xiong, Li Song 0001	On Non-sequential Context Modeling with Application to Executable Data Compression.	DCC	2008	DBLP DOI BibTeX RDF	Sequential context modeling, Prediction by Partial Match, data compression, MDL, maximum a posteriori
21	Nizar Bouguila, Djemel Ziou	High-Dimensional Unsupervised Selection and Estimation of a Finite Generalized Dirichlet Mixture Model Based on Minimum Message Length.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	generalized Dirichlet mixture, LEC, image database summarization, webmining, information theory, data clustering, MDL, EM, Finite mixture models, MML, AIC
21	Jimeng Sun 0001, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu	GraphScope: parameter-free mining of large time-evolving graphs.	KDD	2007	DBLP DOI BibTeX RDF	graphs, streams, MDL, mining
21	Pieter W. Adriaans	Learning as Data Compression.	CiE	2007	DBLP DOI BibTeX RDF	learning as compression, two-part code optimization, randomness deficiency, DFA induction, MDL
21	Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra S. Modha, Christos Faloutsos	Fully automatic cross-associations.	KDD	2004	DBLP DOI BibTeX RDF	cross-association, information theory, MDL
21	Christopher Richard Wren, Ali Azarbayejani, Trevor Darrell, Alex Pentland	Pfinder: Real-Time Tracking of the Human Body.	IEEE Trans. Pattern Anal. Mach. Intell.	1997	DBLP DOI BibTeX RDF	blob tracking, 3D person tracking, real-time, segmentation, gesture recognition, mixture model, MDL, person tracking, Blobs
20	Thierry Mamer, Christopher H. Bryant, John A. W. McCall	L-Modified ILP Evaluation Functions for Positive-Only Biological Grammar Learning.	ILP	2008	DBLP DOI BibTeX RDF	Biological Grammar Induction, Machine Learning, Minimum Description Length (MDL), Inductive Logic Programming (ILP)
20	Laxmi Parida, Davi Geiger, Robert A. Hummel	Junctions: Detection, Classification, and Reconstruction.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	minimum description length (MDL) principle, energy minimization, feature detection, corners, low-level vision, Junctions
17	Minki Hhan	A New Approach to Generic Lower Bounds: Classical/Quantum MDL, Quantum Factoring, and More.	CoRR	2024	DBLP DOI BibTeX RDF
17	Minki Hhan	A New Approach to Generic Lower Bounds: Classical/Quantum MDL, Quantum Factoring, and More.	IACR Cryptol. ePrint Arch.	2024	DBLP BibTeX RDF
17	Xiao-Dong Bi, Shao-Qun Zhang, Yuan Jiang 0001	MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information.	AAAI	2024	DBLP DOI BibTeX RDF
17	Céline Hocquette, Andreas Niskanen, Matti Järvisalo, Andrew Cropper	Learning MDL Logic Programs from Noisy Data.	AAAI	2024	DBLP DOI BibTeX RDF
17	Sébastien Ferré	Tackling the Abstraction and Reasoning Corpus (ARC) with Object-Centric Models and the MDL Principle.	IDA (1)	2024	DBLP DOI BibTeX RDF
17	Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen	Unsupervised discretization by two-dimensional MDL-based histogram.	Mach. Learn.	2023	DBLP DOI BibTeX RDF
17	Kohei Miyamoto, Andrew R. Barron, Jun'ichi Takeuchi	Improved MDL Estimators Using Fiber Bundle of Local Exponential Families for Non-exponential Families.	CoRR	2023	DBLP DOI BibTeX RDF
17	Sébastien Ferré	Tackling the Abstraction and Reasoning Corpus (ARC) with Object-centric Models and the MDL Principle.	CoRR	2023	DBLP DOI BibTeX RDF
17	Céline Hocquette, Andreas Niskanen, Matti Järvisalo, Andrew Cropper	Learning MDL logic programs from noisy data.	CoRR	2023	DBLP DOI BibTeX RDF
17	Mauricio-Andrés Zamora-Hernández, Jose Andrez Chaves Ceciliano, Alonso Villalobos Granados, John Alejandro Castro-Vargas, José García Rodríguez 0001, Jorge Azorín López	MDL+ a manufacturing description language to describe and control assembling tasks in industry 4.0.	Log. J. IGPL	2023	DBLP DOI BibTeX RDF
17	Eduardo Brandao, Stefan Duffner, Rémi Emonet, Amaury Habrard, François Jacquenet, Marc Sebban	Is My Neural Net Driven by the MDL Principle?	ECML/PKDD (2)	2023	DBLP DOI BibTeX RDF
17	Sébastien Ferré	Le principe MDL au service de l'automatisation de tâches uniques d'abstraction et de raisonnement (ARC) à partir de peu d'exemples.	EGC	2023	DBLP BibTeX RDF
17	Asefeh Asemi, Adeleh Asemi, Andrea Ko	Exploring the Potential of AI&MDL for Enhancing E-Government Services: A Review Paper.	EGOVIS	2023	DBLP DOI BibTeX RDF
17	Shiguang Wang, Tao Xie, Jian Cheng 0003, Xingcheng Zhang, Haijun Liu 0001	MDL-NAS: A Joint Multi-domain Learning Framework for Vision Transformer.	CVPR	2023	DBLP DOI BibTeX RDF
17	Huihui Wang, Xutao Wang, Yichen He, Zhiqun Yang, Yaping Liu, Qiang Guo, Rui Zhou, Xinhua Xiao, Zhanhua Huang, Lin Zhang	New Mode-Group-Permutation Strategies for MDL Reduction in Long-Haul MDM Systems.	OFC	2023	DBLP DOI BibTeX RDF
17	Jörg Bornschein, Yazhe Li, Marcus Hutter	Sequential Learning of Neural Networks for Prequential MDL.	ICLR	2023	DBLP BibTeX RDF
17	Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli	Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets.	Data Min. Knowl. Discov.	2022	DBLP DOI BibTeX RDF
17	Vittoria Bruni, Maria Lucia Cardinali, Domenico Vitulano	An MDL-Based Wavelet Scattering Features Selection for Signal Classification.	Axioms	2022	DBLP DOI BibTeX RDF
17	Jie Luo, Jiancun Fan, Jinbo Zhang	MDL-AltMin: A Hybrid Precoding Scheme for mmWave Systems With Deep Learning and Alternate Optimization.	IEEE Wirel. Commun. Lett.	2022	DBLP DOI BibTeX RDF
17	Xinhong Chen 0004, Wensheng Gan, Shicheng Wan, Tianlong Gu	MDL-based Compressing Sequential Rules.	CoRR	2022	DBLP DOI BibTeX RDF
17	Mojtaba Abolfazli, Mohammad Zaeri Arimani, Anders Høst-Madsen, June Zhang, Andras Bratincsak	Out-of-Distribution Detection using BiGAN and MDL.	CoRR	2022	DBLP DOI BibTeX RDF
17	Jörg Bornschein, Yazhe Li, Marcus Hutter	Sequential Learning Of Neural Networks for Prequential MDL.	CoRR	2022	DBLP DOI BibTeX RDF
17	Zhenyu Wei, Raymond K. W. Wong, Thomas C. M. Lee	Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling.	ICASSP	2022	DBLP DOI BibTeX RDF
17	Heui-Seon Park, Suk-Seung Hwang, Seokjoo Shin, Jae-Young Pyun	Beamspace based AIC and MDL Algorithm for Counting the Number of Signals in Specific Range.	ICUFN	2022	DBLP DOI BibTeX RDF
17	Masatoshi Kobayashi, Kohei Miyaguchi, Shin Matsushima	Detection of Unobserved Common Cause in Discrete Data Based on the MDL Principle.	IEEE Big Data	2022	DBLP DOI BibTeX RDF
17	Aifei Liu, Hanjun Guo, Yauhen Arnatovich	Global MDL Minimization-based Method for Detection of the Number of Sources in Presence of Unknown Nonuniform Noise.	EUSIPCO	2022	DBLP BibTeX RDF
17	Alaa Maalouf	MDL-BOOST: Constructing Efficient Machine/Deep Learning Systems via Data and Model Compression.		2022	RDF
17	Tatiana Makhalova, Martin Trnecka	From-below Boolean matrix factorization algorithm based on MDL.	Adv. Data Anal. Classif.	2021	DBLP DOI BibTeX RDF
17	Ali Kadhum M. Al-Qurabat, Zahraa A. Mohammed, Zahraa Jabbar Hussein	Data Traffic Management Based on Compression and MDL Techniques for Smart Agriculture in IoT.	Wirel. Pers. Commun.	2021	DBLP DOI BibTeX RDF
17	Jörg Bornschein, Silvia Chiappa, Alan Malek, Nan Rosemary Ke	Prequential MDL for Causal Structure Learning with Neural Networks.	CoRR	2021	DBLP BibTeX RDF
17	Alexander Marx, Jilles Vreeken	Formally Justifying MDL-based Inference of Cause and Effect.	CoRR	2021	DBLP BibTeX RDF
17	Rafael Grompone von Gioi, Ignacio Ramírez Paulino, Gregory Randall	The whole and the parts: the MDL principle and the a-contrario framework.	CoRR	2021	DBLP BibTeX RDF
17	Neiwen Ling, Kai Wang 0018, Yuze He, Guoliang Xing, Daqi Xie	RT-mDL: Supporting Real-Time Mixed Deep Learning Tasks on Edge Platforms.	SenSys	2021	DBLP DOI BibTeX RDF
17	Francesco Bariatti, Peggy Cellier, Sébastien Ferré	GraphMDL+: interleaving the generation and MDL-based selection of graph patterns.	SAC	2021	DBLP DOI BibTeX RDF
17	Manabu Arikawa, Kohei Hosokawa, Kazunori Hayashi	Long-Haul WDM/SDM Transmission over Coupled 4-Core Fiber with Coupled 4-Core EDFA and Its MDL Characteristics Estimation.	OFC	2021	DBLP BibTeX RDF
17	Arcchit Jain, Clément Gautrais, Angelika Kimmig, Luc De Raedt	Learning CNF Theories Using MDL and Predicate Invention.	IJCAI	2021	DBLP DOI BibTeX RDF
17	Francesco Bariatti	Mining Tractable Sets of Graph Patterns with the Minimum Description Length Principle. (Génération et sélection d'ensembles de motifs de graphes avec le principe MDL).		2021	RDF
17	Hugo Manuel Proença, Matthijs van Leeuwen	Interpretable multiclass classification by MDL-based rule lists.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
17	Akash Nag	MDL Suite: A language, generator and compiler for describing mazes.	J. Open Source Softw.	2020	DBLP DOI BibTeX RDF
17	Anyong Qin, Lina Xian, Yongliang Yang, Taiping Zhang, Yuan Yan Tang	Low-Rank Matrix Recovery from Noisy via an MDL Framework-based Atomic Norm.	CoRR	2020	DBLP BibTeX RDF
17	Tatiana Makhalova, Sergei O. Kuznetsov, Amedeo Napoli	Mint: MDL-based approach for Mining INTeresting Numerical Pattern Sets.	CoRR	2020	DBLP BibTeX RDF
17	Hugo Manuel Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen	Discovering outstanding subgroup lists for numeric targets using MDL.	CoRR	2020	DBLP BibTeX RDF
17	Kenji Yamanishi, Linchuan Xu, Ryo Yuki, Shintaro Fukushima, Chuan-hao Lin	Change Sign Detection with Differential MDL Change Statistics and its Applications to COVID-19 Pandemic Analysis.	CoRR	2020	DBLP BibTeX RDF
17	Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen	Unsupervised Discretization by Two-dimensional MDL-based Histogram.	CoRR	2020	DBLP BibTeX RDF
17	Anyong Qin, Lina Xian, Yongliang Yang, Taiping Zhang, Yuan Yan Tang	Low-Rank Matrix Recovery from Noise via an MDL Framework-Based Atomic Norm.	Sensors	2020	DBLP DOI BibTeX RDF
17	Hugo Manuel Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen	Discovering Outstanding Subgroup Lists for Numeric Targets Using MDL.	ECML/PKDD (1)	2020	DBLP DOI BibTeX RDF
17	Francesco Bariatti, Peggy Cellier, Sébastien Ferré	GraphMDL : sélection de motifs de graphes avec le principe MDL.	EGC	2020	DBLP BibTeX RDF
17	Rukhmini Roy, Suparna Mazumdar, Ananda S. Chowdhury	MDL-IWS: Multi-view Deep Learning with Iterative Watershed for Pulmonary Fissure Segmentation.	EMBC	2020	DBLP DOI BibTeX RDF
17	Clément Gautrais, Peggy Cellier, Matthijs van Leeuwen, Alexandre Termier	Widening for MDL-Based Retail Signature Discovery.	IDA	2020	DBLP DOI BibTeX RDF
17	Micky Faas, Matthijs van Leeuwen	Vouw: Geometric Pattern Mining Using the MDL Principle.	IDA	2020	DBLP DOI BibTeX RDF
17	Behzad Asadi, Vijay Varadharajan	Towards a Robust Classifier: An MDL-Based Method for Generating Adversarial Examples.	TrustCom	2020	DBLP DOI BibTeX RDF
17	Sjoerd van der Heide, Juan Carlos Alvarado-Zacarias, Nicolas K. Fontaine, Roland Ryf, Haoshuo Chen, Rodrigo Amezcua Correa, Ton Koonen, Chigo Okonkwo	Low-Loss Low-MDL Core Multiplexer for 3-Core Coupled-Core Multi-Core Fiber.	OFC	2020	DBLP BibTeX RDF
17	Kohei Miyamoto, Jun'ichi Takeuchi	On MDL Estimation for Simple Contaminated Gaussian Location Families.	ISITA	2020	DBLP BibTeX RDF
17	Wenbo Fang, Linlin Zhang, Chenyue Wang, Yingjie Hu, Yuaner Yu, Kai Zhao	AMC-MDL: A Novel Approach of Android Malware Classification using Multimodel Deep Learning.	DASC/PiCom/CBDCom/CyberSciTech	2020	DBLP DOI BibTeX RDF
17	Menno van den Hout, Ruby S. B. Ospina, Sjoerd van der Heide, Juan Carlos Alvarado-Zacarias, Jose Enrique Antonio-Lopez, Marianne Bigot-Astruc, Adrian Amezcua Correa, Pierre Sillard, Rodrigo Amezcua Correa, Darli A. A. Mello, Chigo Okonkwo	Experimental validation of MDL emulation and estimation techniques for SDM transmission systems.	ECOC	2020	DBLP DOI BibTeX RDF
17	Daniel Goldfarb, Scott Evans	Causal Inference via Conditional Kolmogorov Complexity using MDL Binning.	CoRR	2019	DBLP BibTeX RDF
17	Behzad Asadi, Vijay Varadharajan	Towards a Robust Classifier: An MDL-Based Method for Generating Adversarial Examples.	CoRR	2019	DBLP BibTeX RDF
17	Behzad Asadi, Vijay Varadharajan	An MDL-Based Classifier for Transactional Datasets with Application in Malware Detection.	CoRR	2019	DBLP BibTeX RDF
17	Micky Faas, Matthijs van Leeuwen	Vouw: Geometric Pattern Mining using the MDL Principle.	CoRR	2019	DBLP BibTeX RDF
17	David Kaltenpoth, Jilles Vreeken	We Are Not Your Real Parents: Telling Causal from Confounded using MDL.	CoRR	2019	DBLP BibTeX RDF