... December Training Total events 10 9 13 79 83 75427754 68 030 980 stream, sH Target events 13 33 529 (1. 22%) 614 410 (0. 81% ) 8 936 82 (1. 31 % ) Test stream, s Total events Target events 16 05 417 32 13 33 529 (0. 83% ) 54668997 ... Unnikrishnan Discovering frequent episodes and learning Hidden Markov Models: A formal connection IEEE Transactions on Knowledge and Data Engineering, 17 (11 ) :15 05 15 17, Nov 2005 S Laxman, P S Sastry, and ... between 10 and 10 00 The model parameter was set at W = EGH noise parameters were fixed at 0.5 and mixing proportions were all set to 1/ J J was varied between 10 and 10 00 The model parameter was set at...
... (Zhang et al., 2008) in our current implementation 2.2 The SSG -based Translation Model The translation in our SSG -based translation model can be treated as a SSG derivation A derivation consists ... Chiang 2007 Hierarchical phrase -based translation In computational linguistics, 33 (2) Jason Eisner 20 03 Learning non-isomorphic tree mappings for machine translation In Proceedings of ACL 20 03 ... of a sequence of grammar rule applications To model the derivations as a latent variable, we define the conditional probability distribution over the target translation e and the cor- This relates...
... Elect Eng 14 0, 10 7 11 3 (19 93) GK Schmidt, K Azam, Mobile robot path planning and execution basedona diffusion equation strategy Adv Robot 7(5), 479–490 (19 93) doi :10 .11 86 /16 87 -14 99-2 011 -60 Cite ... http://jwcn.eurasipjournals.com/content/2 011 /1/ 60 Page 13 of 14 Figure 11 Average position error of a PF positioning estimator that is basedon the playback of real data collected using a footmounted IMU, GPS, and a ... for on- line non-linear/non-Gaussian Bayesian tracking IEEE Trans Signal Process 50(2), 17 4 18 8 (2002) doi :10 .11 09/78.97 837 4 J Kammann, M Angermann, B Lami, A new mobility modelbasedon maps,...
... the distance measure Average distance between songs Number Model All songs Same genre Same artist Same album Other Ambient Blues 15 6 11 3 Pop Punk 42 10 1 Marsyas LDA 1. 17 1. 22 1. 08 0.72 0. 91 0.59 ... mean and variance vectors is used to train the classification models The Marsyas [16 ] software package, a free software framework for the rapid deployment and evaluation of computer audition applications, ... metadata labels applied by human annotators Labels can only be applied to known examples, so novel music cannot be analyzed until it has been annotated Labels that are applied by a single annotator...
... η and a tridiagonal matrix for uα in the predictor and corrector stages, and tridiagonal matrices for both variables in the iterative stage Tridiagonal matrices contain only diagonal and adjacent ... +1 (3. 7) In deriving equation (3. 6), notice that equation (3. 3) has been used as an extrapolation Extrapolation is less accurate than interpolation Therefore equation (3. 6) is used only 36 as ... )in+ +11 / + (hu )in− +11 / (3. 38) u n +1 − 2uin+ +11 / + uin− +11 / b + hi +1/ b1hi +1/ i +3 / + ∆x ∆x After some algebraic calculation, equation (3. 38) becomes: b1hi2 +1/ b2 hi 1/ hi +1/ ...
... Hydrobiologia 233 , 11 9 - 13 6 Jayaweera, M., and Asaeda, T (19 96) Modeling of biomanipulation in shallow, eutrophic lakes: An application to Lake Bleiswijkse Zoom, the Netherlands Ecological Modelling 85, 11 3 -12 7 ... J., and Raat, A. J.P (19 92) Fisheries management as an additional lake restoration measure : biomanipulation scaling-up problems Hydrobiologia 233 , 2 13 -224 Vanderploeg, H .A (19 90) Feeding mechanisms ... long-term stability after biomanipulation of shallow lakes Water Research 34 (16 ), 4 014 -4028 Sagehashi, M., Sakoda, A. , and Suzuki, M., (20 01) A mathematical model of a shallow and eutrophic lake (the...
... descriptions used to derive it once the free variables occurring in the propositions are instantiated A free variable is instantiated as follows: each free variable labels a syntactic node variable and ... appear Model theoretic syntax In L Cheng and R Sybesma, editors, The GLOT International State of the Article Book Holland Academic Graphics, The Hague D Duchier and C Gardent 19 99 A constraint -based ... 11 j s fragments (fully specied subtrees) are always positive; except for the anchor, all leaves of fragments are negative, and internal node variables are neutral This guarantees that in a saturated...
... Lai, and R L Mercer 19 92 "ClassBased n-gram Models of Natural Language" Computational Linguistics, 18 (4):467-480 C Chang and C Chen 19 96 "Application Issues of SA-class Bigram Language Models" ... Conclusions In this paper, we presented a language modelbasedona kind of simple dependency grammar The grammar consists of head-dependent relations between words and can be learned automatically ... Language, 5: 237 -257 S Lee and K Choi 19 97 "Reestimation and Best-First Parsing Algorithm for Probabilistic Dependency Grammar" In WVLC-5, pages 11 - 21 M K McCandless 19 94 "Automatic Acquisition...
... Marcinkiewicz 19 93 Building a large annotated corpus of English: the Penn Treebank Computational Linguistics, 19 (2): 31 0 33 0 Masaki Murata, Masao Utiyama, Kiyotaka Uchimoto, Hitoshi Isahara, and ... Ma 2005 Correction of errors in a verb modality corpus for machine translation with a machine-learning method ACM Transactions on Asian Language Information Processing, 4 (1) :18 37 Tetsuji Nakagawa ... anomaly detection In Proceedings of the 1st North American chapter of the Association for Computational Linguistics Conference, pages 14 8 15 3 Mitchell P Marcus, Beatrice Santorini, and Mary Ann...
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... Immobile mitral valve apparatus The clinical examination features associated with an immobile mitral valve apparatus when the patient has atrial fibrillation, pulmonary hypertension, and secondary tricuspid ... 205 Arrhythmias David J Kessler, Richard L Page 235 Sudden cardiac death and resuscitation Robert C Kowal 268 10 Heart failure and cardiac transplantation Clyde W Yancy Jr 278 11 Congenital heart ... Med 19 97 ;33 7 :32 – 41 Choudhry NK, Etchells EE Does this patient have aortic regurgitation? JAMA 19 99;2 81: 22 31 8 27 Cardiac non-invasive imaging and stress testing conscious sedation during passage...
... Immobile mitral valve apparatus The clinical examination features associated with an immobile mitral valve apparatus when the patient has atrial fibrillation, pulmonary hypertension, and secondary tricuspid ... 205 Arrhythmias David J Kessler, Richard L Page 235 Sudden cardiac death and resuscitation Robert C Kowal 268 10 Heart failure and cardiac transplantation Clyde W Yancy Jr 278 11 Congenital heart ... Med 19 97 ;33 7 :32 – 41 Choudhry NK, Etchells EE Does this patient have aortic regurgitation? JAMA 19 99;2 81: 22 31 8 27 Cardiac non-invasive imaging and stress testing conscious sedation during passage...