C10 Smoothers and Generalised Additive Models

... of models with weighted Gamma distribution 4.3.3 87 Estimation of generalized linear additive models with weighted Gamma distributions 88 Comparison of Weithed and Unweighted ... bias through the comparison between weighted and unweighted generalized linear and additive models by simulation studies 16 Chapter Generalized Linear Models with Weighted...

Ngày tải lên: 16/09/2015, 08:30

... comparison with the only previous analysis of air pollution and health data using a DGLM Key words dynamic generalised linear model, Bayesian analysis, Markov chain monte carlo simulation, air pollution ... morbidity The majority of air pollution and health studies fix the effects of air pollution to be constant over time, and model long-term trends and...

Ngày tải lên: 17/02/2014, 10:20

... Reading Level Assessment This section highlights examples and features of some commonly used measures of reading level and discusses current research on the topic of reading level assessment using ... syntactic and semantic analysis Statistical language models (LMs) are used successfully in this way in other areas of NLP such as speech recognition and machine translati...

Ngày tải lên: 20/02/2014, 15:20

... Human-Computer Dialogue Simulation Using Hidden Markov Models In Proc of ASRU, pages 290–295 Nina Dethlefs and Heriberto Cuay´ huitl 2010 Hia erarchical Reinforcement Learning for Adaptive Text Generation ... probability, derived from the Forward algorithm, of an observation sequence to inform the agent’s learning process r =            +1 for for -2 for    ...

Ngày tải lên: 07/03/2014, 22:20

... difficulties, we consider the use of generalized additive models for retrieval fusion Generalized Additive Models Generalized Additive Models (GAMs) are a generalization of Generalized Linear Models (GLMs), ... regression splines (Wood, 2003) 3.1 Combining speech retrieval results with GAMs The chief difficulty introduced in combining ranked speech retrieval results...

Ngày tải lên: 08/03/2014, 01:20

... the two-stage GT training of all phrase and lexicon models BLEU Expected BLEU sentence-level BLEU (Exp BLEU) score of N-best lists and the corpus-level BLEU score of 1-best translations The conjectured ... in a phrase- based system usually include LM, reordering model, word and phrase counts, and phrase and lexicon translation models Given the focus...

Ngày tải lên: 23/03/2014, 14:20

... alignments for MK–EN and EN–BG, from which we extracted four conditional lexical translation probabilities: Pr(m|e) and Pr(e|m) for MK–EN, and Pr(b|e) and Pr(e|b) for EN–BG, where m, e, and b stand for ... of characterand word-level translation models for translating between closely-related languages with scarce resources In future work, we want to use such a m...

Ngày tải lên: 23/03/2014, 14:20

... calculate the gradient); and the value of the likelihood function For the normal-form model, the empirical expected values and the likelihood can easily be obtained, since these only involve the single ... nodes The roots of the CCG derivations represent the root disjunctive nodes Efficient Estimation The L - BFGS algorithm requires the following values at each it...

Ngày tải lên: 23/03/2014, 19:20

... and reading time in sentence processing In Advances in Neural Information Processing Systems, volume 14, pages 59–65 Nederhof, M.-J and Satta, G (2003) Probabilistic parsing as intersection In ... uncertain input In Proceedings of the 13th Conference on Empirical Methods in Natural Language Processing, pages 234–243 Levy, R and Andrew, G (2006) Tregex and Tsurgeon: too...

Ngày tải lên: 30/03/2014, 21:20

... architecture of the ME approach is summarized in Figure For our approach, we determine the corresponding formal target language concept for each word of a natural language input Therefore, we distinguish ... Pr(e) Language Model 0 Target Language Text Figure 2: Architecture of the translation approach based on the source-channel paradigm Figure 3: Example of alignment...

Ngày tải lên: 31/03/2014, 20:20

Ngày tải lên: 03/06/2014, 02:10

... an alternative activation gene profile Alternative activation gene profiles in mouse models of AD Since alternative activation could be demonstrated in vitro using the expression of specific genes, ... control individuals Additionally, we investigated the alternative activation- related gene expression profiles in mouse models of AD and of c...

Ngày tải lên: 19/06/2014, 22:20

... September in all the nurseries and trial sites in three years (2006-2008) Ongoing informal training also continues in all of the participating nurseries especially since staff and technicians are gaining ... to undertake the study tour in 2007 Prof Choob, Prof Bunvong and Prof Monton of Kasetsart University, who are helping to arrange a tour of Macadamia plan...

Ngày tải lên: 21/06/2014, 04:20