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2012

Bayesian multiscale analysis of images modeled as Gaussian Markov random fieldsKevin Thon, Håvard Rue, Stein Olav Skrøvseth, Fred Godtliebsen. csda, 56(1):49-61, 2012. [doi]

2011

Visual Task Inference Using Hidden Markov ModelsAmin Haji Abolhassani, James J. Clark. IJCAI 2011: 1678-1683 [doi]

Mixture of Markov Trees for Bayesian Network Structure Learning with Small Datasets in High Dimensional SpaceSourour Ammar, Philippe Leray. ecsqaru 2011: 229-238 [doi]

Road Surface Marking Classification Based on a Hierarchical Markov ModelMoez Ammar, Sylvie Le Hégarat-Mascle, Hugues Mounier. iciar 2011: 348-359 [doi]

Parameter Identification for Markov Models of Biochemical ReactionsAleksander Andreychenko, Linar Mikeev, David Spieler, Verena Wolf. cav 2011: 83-98 [doi]

HMMPayl: An intrusion detection system based on Hidden Markov ModelsDavide Ariu, Roberto Tronci, Giorgio Giacinto. compsec, 30(4):221-241, 2011. [doi]

Time aggregated Markov decision processes via standard dynamic programmingEdilson F. Arruda, Marcelo D. Fragoso. orl, 39(3):193-197, 2011. [doi]

Finite-state Markov Chains Obey Benford s LawArno Berger, Theodore P. Hill, Bahar Kaynar, Ad Ridder. siammax, 32(3):665-684, 2011. [doi]

Markov Blanket Approximation Based on ClusteringPawel Betlinski. ismis 2011: 192-202 [doi]

A Hidden Markov Model Variant for Sequence ClassificationSam Blasiak, Huzefa Rangwala. IJCAI 2011: 1192-1197 [doi]

A Bayesian Method for the Detection of Epistasis in Quantitative Trait Loci using Markov Chain Monte Carlo Model Composition with Restricted Model SpacesEdward L. Boone, Susan J. Simmons, Karl Ricanek. icaart 2011: 71-78

Counterexample Generation for Markov Chains Using SMT-Based Bounded Model CheckingBettina Braitling, Ralf Wimmer, Bernd Becker, Nils Jansen, Erika Ábrahám. forte 2011: 75-89 [doi]

Numerical analysis of continuous time Markov decision processes over finite horizonsPeter Buchholz, Ingo Schulz. cor, 38(3):651-659, 2011. [doi]

Alpha Markov Measure Field model for probabilistic image segmentationOscar Dalmau Cedeño, Mariano Rivera. TCS, 412(15):1434-1441, 2011. [doi]

Moving Region Segmentation From Compressed Video Using Global Motion Estimation and Markov Random FieldsYue-Meng Chen, Ivan V. Bajic, Parvaneh Saeedi. tmm, 13(3):421-431, 2011. [doi]

Computation and Estimation of Generalized Entropy Rates for Denumerable Markov ChainsGabriela Ciuperca, Valerie Girardin, Loïck Lhote. TIT, 57(7):4026-4034, 2011. [doi]

Linear minimum mean square filter for discrete-time linear systems with Markov jumps and multiplicative noisesOswaldo Luiz V. Costa, Guilherme R. A. M. Benites. automatica, 47(3):466-476, 2011. [doi]

Simultaneous Motion Detection and Background Reconstruction with a Conditional Mixed-State Markov Random FieldTomás Crivelli, Patrick Bouthemy, Bruno Cernuschi-Frías, Jian-Feng Yao. ijcv, 94(3):295-316, 2011. [doi]

Learning Hidden Markov Models Using Nonnegative Matrix FactorizationGeorge Cybenko, Valentino Crespi. TIT, 57(6):3963-3970, 2011. [doi]

The Compositional Construction of Markov ProcessesLuisa de Francesco Albasini, Nicoletta Sabadini, Robert F. C. Walters. acs, 19(1):425-437, 2011. [doi]

A modified MAP criterion based on hidden Markov model for voice activity detecionShiwen Deng, Jiqing Han, Tieran Zheng, Guibin Zheng. icassp 2011: 5220-5223 [doi]

Apprentissage génératif de la structure de réseaux logiques de Markov à partir d un graphe des prédicatsQuang Thang Dinh, Matthieu Exbrayat, Christel Vrain. f-egc 2011: 413-424

Generative Structure Learning for Markov Logic Networks Based on Graph of PredicatesQuang Thang Dinh, Matthieu Exbrayat, Christel Vrain. IJCAI 2011: 1249-1254 [doi]

Internet Traffic Source Based on Hidden Markov ModelJoanna Domanska, Adam Domanski, Tadeusz Czachórski. new2an 2011: 395-404 [doi]

Characteristic functions and option valuation in a Markov chain marketRobert J. Elliott, Chuin Ching Liew, Tak Kuen Siu. cma, 62(1):65-74, 2011. [doi]

Hidden-Markov-Model-Based Hand Gesture Recognition Techniques Used for a Human-Robot Interaction SystemChin-Shyurng Fahn, Keng-Yu Chu. hci 2011: 248-258 [doi]

Efficient Tests for Equivalence of Hidden Markov Processes and Quantum Random WalksUlrich Faigle, Alexander Schönhuth. TIT, 57(3):1746-1753, 2011. [doi]

Modeling alternatives for fuzzy Markov chain-based classification of multitemporal remote sensing dataRaul Queiroz Feitosa, Gilson Alexandre Ostwald Pedro da Costa, Guilherme Lúcio Abelha Mota, Bruno Feijó. prl, 32(7):927-940, 2011. [doi]

A Markov Decision Process Model for Strategic Decision Making in Sailboat RacingDaniel S. Ferguson, Pantelis Elinas. ai 2011: 110-121 [doi]

User-Generated Ratings and the Evaluation of Credibility and Product Quality in Ecommerce TransactionsAndrew J. Flanagin, Miriam J. Metzger, Rebekah Pure, Alex Markov. hicss 2011: 1-10 [doi]

Performance Analysis of SSMA Communication Systems With Spreading Sequences of Markov Chains: Large Deviations Principle Versus the Central Limit TheoremHiroshi Fujisaki. TIT, 57(4):1959-1967, 2011. [doi]

Wide-sense regeneration for Harris recurrent Markov processes: an open problemPeter W. Glynn. questa, 68(3-4):305-311, 2011. [doi]

A Markov Model of Conditional Associative Learning in a Cognitive Behavioural ScenarioStefan Glüge, Oussama H. Hamid, Jochen Braun, Andreas Wendemuth. iwinac 2011: 10-19 [doi]

Hidden heterogeneity in manpower systems: A Markov-switching model approachMarie-Anne Guerry. eor, 210(1):106-113, 2011. [doi]

Discounted Continuous-Time Markov Decision Processes with Constraints: Unbounded Transition and Loss RatesXianping Guo, Alexei B. Piunovskiy. mor, 36(1):105-132, 2011. [doi]

Adaptive non-planar road detection and tracking in challenging environments using segmentation-based Markov Random FieldChunzhao Guo, Seiichi Mita, David A. McAllester. icra 2011: 1172-1179 [doi]

A Quasi-Stationary Markov Chain Model of a Cooperative Multi-Hop Linear NetworkSyed Ali Hassan, Mary Ann Ingram. TWC, 10(7):2306-2315, 2011. [doi]

Inferring search behaviors using partially observable markov model with duration (POMD)Yin He, Kuansan Wang. wsdm 2011: 415-424 [doi]

A Markov chain model for Edge Memories in stochastic decoding of LDPC codesKuo-Lun Huang, Vincent Gaudet, Masoud Salehi. ciss 2011: 1-4 [doi]

Semantic event detection in baseball videos based on a multi-output hidden Markov modelYin-Fu Huang, Jyun-Jhang Huang. SAC 2011: 929-936 [doi]

Online Structure Learning for Markov Logic NetworksTuyen N. Huynh, Raymond J. Mooney. pkdd 2011: 81-96 [doi]

Online Max-Margin Weight Learning for Markov Logic NetworksTuyen N. Huynh, Raymond J. Mooney. sdm 2011: 642-651 [doi]

Asymptotic optimal inference for multivariate branching-Markov processes via martingale estimating functions and mixed normalityS. Y. Hwang, Ishwar V. Basawa. ma, 102(6):1018-1031, 2011. [doi]

Semi-Markov process based model for performance analysis of wireless LANsMurali Krishna Kadiyala, Dipti Shikha, Ravi Pendse, Neeraj Jaggi. percom 2011: 613-618 [doi]

Weighted Markov Chain Model for Musical Composer IdentificationMaximos A. Kaliakatsos-Papakostas, Michael G. Epitropakis, Michael N. Vrahatis. evoW 2011: 334-343 [doi]

ReMark: an automatic program for clustering orthologs flexibly combining a Recursive and a Markov clustering algorithmsKangseok Kim, Wonil Kim, Sunshin Kim. bioinformatics, 27(12):1731-1733, 2011. [doi]

An effective Markov based approach for calculating the Limit Matrix in the analytic network processKonstantinos Kirytopoulos, Dimitra Voulgaridou, Agapios Platis, Vrassidas Leopoulos. eor, 214(1):85-90, 2011. [doi]

Model order reduction with preservation of passivity, non-expansivity and Markov momentsLuc Knockaert, Tom Dhaene, F. Ferranti, Daniel De Zutter. scl, 60(1):53-61, 2011. [doi]

Utilization of Markov Model and Non-Parametric Belief Propagation for Activity-Based Indoor Mobility Prediction in Wireless NetworksJoanna Kolodziej, Fatos Xhafa. cisis 2011: 513-518 [doi]

Extraction of vascular system in retina images using Averaged One-Dependence Estimators and orientation estimation in Hidden Markov Random FieldsGyörgy Kovács, Andras Hajdu. isbi 2011: 693-696 [doi]

A Monte Carlo Markov chain algorithm for a class of mixture time series modelsJohn W. Lau, Mike K. P. So. sac, 21(1):69-81, 2011. [doi]

Multimodal identification using Markov logic networksWallace E. Lawson, Eric Martinson. fgr 2011: 65-70 [doi]

Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D AccelerometerYoungseol Lee, Sung-Bae Cho. HAIS 2011: 460-467 [doi]

Microtunneling decision support system (MDS) using Neural-Autoregressive Hidden Markov ModelSou-Sen Leu, Tri Joko Wahyu Adi. eswa, 38(5):5801-5808, 2011. [doi]

On-line Handwritten Signature Verification Using Hidden Semi-Markov ModelDaw-Tung Lin, Yu-Chia Liao. hci 2011: 584-589 [doi]

Spatial Markov Kernels for Image Categorization and AnnotationZhiwu Lu, Horace Ho-Shing Ip. tsmc, 41(4):976-989, 2011. [doi]

Inference of Kinetic Parameters of Delayed Stochastic Models of Gene Expression Using a Markov Chain ApproximationHenrik Mannerstrom, Olli Yli-Harja, Andre S. Ribeiro. ejbsb, 2011, 2011. [doi]

Sample-Based Planning for Continuous Action Markov Decision ProcessesChristopher R. Mansley, Ari Weinstein, Michael L. Littman. aips 2011: [doi]

Modeling document scores for distributed information retrievalIlya Markov. sigir 2011: 1321-1322 [doi]

Unsupervised Extraction of Flood-Induced Backscatter Changes in SAR Data Using Markov Image Modeling on Irregular GraphsSandro Martinis, André Twele, Stefan Voigt. tgrs, 49(1-1):251-263, 2011. [doi]

Subexponential asymptotics of the stationary distributions of M/G/1-type Markov chainsHiroyuki Masuyama. eor, 213(3):509-516, 2011. [doi]

Markov chain hyper-heuristic (MCHH): an online selective hyper-heuristic for multi-objective continuous problemsKent McClymont, Edward Keedwell. gecco 2011: 2003-2010 [doi]

Forecasting with non-homogeneous hidden Markov modelsLoukia Meligkotsidou, Petros Dellaportas. sac, 21(3):439-449, 2011. [doi]

Joint unsupervised learning of hidden Markov source models and source location models for multichannel source separationTomohiro Nakatani, Shoko Araki, Takuya Yoshioka, Masakiyo Fujimoto. icassp 2011: 237-240 [doi]

A Multi-Layer Gas of Circles Markov Random Field Model for the Extraction of Overlapping Near-Circular ObjectsJozsef Nemeth, Zoltan Kato, Ian Jermyn. acivs 2011: 171-182 [doi]

Abnormal action detection based on Markov modelsPavel Osipov, Arkady N. Borisov. accs, 45(2):94-105, 2011. [doi]

Submodular decomposition framework for inference in associative Markov networks with global constraintsAnton Osokin, Dmitry Vetrov, Vladimir Kolmogorov. cvpr 2011: 1889-1896 [doi]

Markov constraints: steerable generation of Markov sequencesFrançois Pachet, Pierre Roy. constraints, 16(2):148-172, 2011. [doi]

Finite-Length Markov Processes with ConstraintsFrançois Pachet, Pierre Roy, Gabriele Barbieri. IJCAI 2011: 635-642 [doi]

Markov Chain Based Monitoring Service for Fault Tolerance in Mobile Cloud ComputingJi Su Park, Heon-Chang Yu, Kwang-Sik Chung, Eunyoung Lee. aina 2011: 520-525 [doi]

A Markov-Blanket-Based Model for Gene Regulatory Network InferenceRamesh Ram, Madhu Chetty. tcbb, 8(2):353-367, 2011. [doi]

A contextualized project-based approach for improving student engagement and learning in AI coursesIngrid Russell, Zdravko Markov, Joy Dagher. iticse 2011: 368 [doi]

Markov Modulated Bi-variate Gaussian Processes for Mobility Modeling and Location PredictionPaulo Salvador, António Nogueira. networking 2011: 227-240 [doi]

Bayesian sensing hidden Markov models for speech recognitionGeorge Saon, Jen-Tzung Chien. icassp 2011: 5056-5059 [doi]

Discriminative training for Bayesian sensing hidden Markov modelsGeorge Saon, Jen-Tzung Chien. icassp 2011: 5316-5319 [doi]

Efficiently Approximating Markov Tree Bagging for High-Dimensional Density EstimationFrançois Schnitzler, Sourour Ammar, Philippe Leray, Pierre Geurts, Louis Wehenkel. pkdd 2011: 113-128 [doi]

Minimizing Count-Based High Order Terms in Markov Random FieldsThomas Schoenemann. emmcvpr 2011: 17-30 [doi]

Methods to Window Data to Differentiate Between Markov ModelsJason M. Schwier, Richard R. Brooks, Christopher Griffin. tsmc, 41(3):650-663, 2011. [doi]

Feedback Capacity of a Class of Symmetric Finite-State Markov ChannelsNevroz Sen, Fady Alajaji, Serdar Yüksel. TIT, 57(7):4110-4122, 2011. [doi]

Poster: A Hidden Markov Model for Copy Number Variant prediction from Whole genome resequencing dataYufeng Shen, Yiwei Gu, Itsik Pe er. iccabs 2011: 260 [doi]

Abductive Markov Logic for Plan RecognitionParag Singla, Raymond J. Mooney. AAAI 2011: 1069-1075 [doi]

Modelling the profitability of credit cards by Markov decision processesMeko M. C. So, Lyn C. Thomas. eor, 212(1):123-130, 2011. [doi]

Evidential Markov Decision ProcessesHélène Soubaras, Christophe Labreuche, Pierre Savéant. ecsqaru 2011: 338-349 [doi]

Sampling Graphs with a Prescribed Joint Degree Distribution Using Markov ChainsIsabelle Stanton, Ali Pinar. alenex 2011: 151-163 [doi]

Fluid analysis of energy consumption using rewards in massively parallel markov modelsAnton Stefanek, Richard A. Hayden, Jeremy T. Bradley. wosp 2011: 121-132 [doi]

Variable selection for discriminant analysis with Markov random field priors for the analysis of microarray dataFrancesco C. Stingo, Marina Vannucci. bioinformatics, 27(4):495-501, 2011. [doi]

Using markov-chain mixing time estimates for the analysis of ant colony optimizationDirk Sudholt. foga 2011: 139-150 [doi]

On the Robust Stability, Stabilization, and Stability Radii of Continuous-Time Infinite Markov Jump Linear SystemsMarcos G. Todorov, Marcelo D. Fragoso. siamco, 49(3):1171-1196, 2011. [doi]

Incorporating evidence into trust propagation models using Markov Random FieldsHasari Tosun, John W. Sheppard. percom 2011: 263-269 [doi]

Classification of internal carotid artery Doppler signals using fuzzy discrete hidden Markov modelHarun Uguz, Halife Kodaz. eswa, 38(6):7407-7414, 2011. [doi]

Biomedical system based on the Discrete Hidden Markov Model using the Rocchio-Genetic approach for the classification of internal carotid artery Doppler signalsHarun Uguz, Gür Emre Güraksin, Uçman Ergün, Ridvan Saraçoglu. cmpb, 103(1):51-60, 2011. [doi]

A Markov Random Field Approach to Neural Encoding and DecodingMarcel van Gerven, Eric Maris, Tom Heskes. icann 2011: 1-8 [doi]

Average Optimality in Nonhomogeneous Infinite Horizon Markov Decision ProcessesAllise O. Wachs, Irwin E. Schochetman, Robert L. Smith. mor, 36(1):147-164, 2011. [doi]

Approximate steady-state analysis of large Markov models based on the structure of their decision diagram encodingMin Wan, Gianfranco Ciardo, Andrew S. Miner. pe, 68(5):463-486, 2011. [doi]

Rule generation for categorical time series with Markov assumptionsChristian H. Weiß. sac, 21(1):1-16, 2011. [doi]

Using a hidden Markov model to transcribe handwritten bushman textsKyle Williams, Hussein Suleman. JCDL 2011: 445-446 [doi]

A Probabilistic Interaction Model for Multipitch Tracking With Factorial Hidden Markov ModelsMichael Wohlmayr, Michael Stark, Franz Pernkopf. taslp, 19(4):799-810, 2011. [doi]

Markov random field based phase demodulation of interferometric imagesDijia Wu, Kim L. Boyer. cviu, 115(6):759-770, 2011. [doi]

Markov chain small-world model with asymmetry: A unified and multivariate perspectiveJianhong Xu. mcm, 54(1-2):449-459, 2011. [doi]

A new stochastic image model based on Markov random fields and its application to texture modelingSiamak Yousefi, Nasser D. Kehtarnavaz. icassp 2011: 1285-1288 [doi]

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