Classifier & Dialog Systems

Notes:

The classification function can be defined in several ways: a multi-nomial naive Bayes classifier, a n-gram based classifier, a classifier based on grammatical inference techniques, or a classifier based on neural networks. Three forms of feature may be incorporated into the classifier: part-of-speech (POS) tags, lexical features, and syntactic properties.

Multi-classifier neural network

Resources:

DTree

Wikipedia:

Category:Classification algorithms

[Classifiers In Dialog Systems – 2014]	[Alphabetical – 2011]
abstract classifier action classifier adaboost classifier (Adaptive Boosting) addressee classifier age group classifier anger–notanger classifier answer-type classifier asr classifier (Automatic Speech Recognition) attention classifier automatic classifier balanced winnow classifier bayesian classifier bayesian network classifier binary classifier cascade classifier cascaded classifier concept classifier concept sequence classifier crf classifier (Conditional random field) cue-based classifier data driven classifier decision tree classifier deep neural network classifier dialog act classifier disgust–notdisgust classifier document classifier domain classifier dt classifier (Decision tree learning) emotion classifier emotion recognition classifier emotional classifier engagement classifier ensemble classifier eou classifier (End Of Utterance) evolving classifier feature classifier frb classifier (Fuzzy rule-based) fuzzy classifier fuzzy rule-based classifier gbdt classifier (Gradient Boosted Decision Trees) gesture classifier gmm classifier (Gaussian Mixture Model) hidden state classifier hierarchical classifier incremental classifier input sound classifier intent classifier knn classifier (k-Nearest Neighbors) learned classifier lexicon based classifier linear classifier logistic regression classifier log-linear classifier machine learning classifier maxent classifier (Maximum entropy) maximum entropy classifier maximum likelihood classifier member classifier memory-based learning classifier ml classifier (Machine learning) mlp classifier (Multilayer perceptron) multi-class classifier multi-label classifier multilayer perceptron classifier multinomial classifier naive bayes classifier naive bayesian classifier nearest neighbor classifier neural network classifier neuro-fuzzy classifier n-gram classifier nlu classifier (Natural language understanding) nn classifier (Neural network) pair-wise classifier pattern classifier perceptron classifier phoneme classifier prescriptive classifier probabilistic classifier quadratic bayesian classifier question classifier random forest classifier referential classifier regression classifier rough fuzzy neural network classifier second stage classifier second-layer fusing classifier semantic classifier semantic tuple classifier sentiment classifier shilly-shally classifier situation classifier softmax classifier speech act classifier statistical classifier statistical text-classifier story classifier supervised classifier support vector machine classifier svm classifier (Support vector machine) text classifier text mining classifier topology classifier trained classifier utterance classifier valence classifier voice classifier weak classifier winnow classifier workload classifier zeror classifier	2-way classifier (1) acoustic and prosodic classifier (1) al classifier (ldcrf) (1) anew classifier (1) associative classifier (1) back-end classifier (9) bayesian classifier (114) bayesian network classifiers (24) bayesian vocal expressions classifier (1) bidirectional long short-term memory recurrent neural network (blstm-rnn) classifier (1) binary classifier (126) bp neural network classifier (1) c4.5 classifier (9) cascade classifier (6) classifier algorithm (17) classifier combination (54) classifier for prosody (1) classifier fusion (49) classifier hypothesis (2) classifier is serialised (1) classifier schemes (7) classifier systems (72) classifier-based approach (16) classifier-based learning (2) combining classifiers (64) conventional classifiers (9) coreference resolution classifier (1) decision tree classifier (109) decision tree classifier (dtree) (1) degradation type classifier (0) dialog act classifier (10) dialogue act classifier (31) discriminative classifier (49) distraction classifier (1) domain detection classifier (1) emotion classifier (50) errp classifier (1) famnn neural classifier (0) feature classifier (17) fisher classifier (5) four-way classifier (3) fuzzy associative classifier (cba-fuzzy) (1) fuzzy neural network pattern classifier (1) gaussian classifier (22) gaussian mixture model (gmm) classifier (5) gaussian mixture model classifier (3) gesture classifier (5) gesture/object classifier (2) gmm-ubm classifier (2) haar classifier (2) hierarchical classifier (13) hmm classifier (37) identity classifier (1) incremental sentence boundary classifier (1) instance-based learning classifier with feature selection learned by genetic algorithms (1) j4.8 classifier (11) k-nearest neighbors classifier (7) k-nn classifier (24) large margin classifier (10) lda- based classifier (4) learned classifier (27) linear classifier (68) local classifier (7) log-linear classifier (5) maxf classifier (4) maximum a posteriori classifier (0) maximum-entropy classifier (79) mlp classifier (38) multi-class classifier (33) multi-layer perceptron (mlp) as the classifier (1) multimodal classifier (9) multimodel lmde and random classifier (1) n classifier (7) naive bayes classifier (177) naive bayesian classifier (29) naive bayes multinomial classifier (1) naive classifier (11) nearest neighbor (nn) classifier (3) neural network classifier (63) n-gram based classifier (6) non-probabilistic binary linear classifier (1) off-the-shelf classifier (1) on-line classifier (3) pattern classifier (35) pca classifier (0) polynomial classifier (6) probabilistic classifier (29) robust classifier (13) rule-based speech act classifier (2) scene classifier (1) selective k-nn classifier (1) self-supervised classifier (1) semantic classifier (47) sentence classifier (8) sentiment classifier (13) simple classifier (31) slim function word classifier (sfwc) (3) slipper-based classifier (2) slope neural network classifier (1) slot classifier (7) sound classifier (3) speech classifier (16) speech/non-speech classifier (5) statistical classifier (113) strong classifier (33) supervised classifier (23) supervised leaning binary classifier (1) support vector machine (svm) is a linear discriminant function (ldf) based classifier (2) support vector machines (svm) classifier (4) svm classifier (230) task classifier (11) text-to-text classifier (1) tfidf classifier (2) topic classifier (24) two-class gaussian classifier (2) two-stage classifier (4) utterance classifier (22) variable order markov model classifier (2) visual object classifier (1) weak classifiers (71) wfst-based linear classifier (1) word classifier (14)
	[Popularity – 2011]
	svm classifier (230) naive bayes classifier (177) binary classifier (126) bayesian classifier (114) statistical classifier (113) decision tree classifier (109) maximum-entropy classifier (79) classifier systems (72) weak classifiers (71) linear classifier (68) combining classifiers (64) neural network classifier (63) classifier combination (54) emotion classifier (50) classifier fusion (49) discriminative classifier (49) semantic classifier (47) mlp classifier (38) hmm classifier (37) pattern classifier (35) multi-class classifier (33) strong classifier (33) dialogue act classifier (31) simple classifier (31) naive bayesian classifier (29) probabilistic classifier (29) learned classifier (27) bayesian network classifiers (24) k-nn classifier (24) topic classifier (24) supervised classifier (23) gaussian classifier (22) utterance classifier (22) classifier algorithm (17) feature classifier (17) classifier-based approach (16) speech classifier (16) word classifier (14) hierarchical classifier (13) robust classifier (13) sentiment classifier (13) j4.8 classifier (11) naive classifier (11) task classifier (11) dialog act classifier (10) large margin classifier (10) back-end classifier (9) c4.5 classifier (9) conventional classifiers (9) multimodal classifier (9) sentence classifier (8) classifier schemes (7) k-nearest neighbors classifier (7) local classifier (7) n classifier (7) slot classifier (7) cascade classifier (6) n-gram based classifier (6) polynomial classifier (6) fisher classifier (5) gaussian mixture model (gmm) classifier (5) gesture classifier (5) log-linear classifier (5) speech/non-speech classifier (5) lda- based classifier (4) maxf classifier (4) support vector machines (svm) classifier (4) two-stage classifier (4) four-way classifier (3) gaussian mixture model classifier (3) nearest neighbor (nn) classifier (3) on-line classifier (3) slim function word classifier (sfwc) (3) sound classifier (3) classifier hypothesis (2) classifier-based learning (2) gesture/object classifier (2) gmm-ubm classifier (2) haar classifier (2) rule-based speech act classifier (2) slipper-based classifier (2) support vector machine (svm) is a linear discriminant function (ldf) based classifier (2) tfidf classifier (2) two-class gaussian classifier (2) variable order markov model classifier (2) 2-way classifier (1) acoustic and prosodic classifier (1) al classifier (ldcrf) (1) anew classifier (1) associative classifier (1) bayesian vocal expressions classifier (1) bidirectional long short-term memory recurrent neural network (blstm-rnn) classifier (1) bp neural network classifier (1) classifier for prosody (1) classifier is serialised (1) coreference resolution classifier (1) decision tree classifier (dtree) (1) distraction classifier (1) domain detection classifier (1) errp classifier (1) fuzzy associative classifier (cba-fuzzy) (1) fuzzy neural network pattern classifier (1) identity classifier (1) incremental sentence boundary classifier (1) instance-based learning classifier with feature selection learned by genetic algorithms (1) multi-layer perceptron (mlp) as the classifier (1) multimodel lmde and random classifier (1) naive bayes multinomial classifier (1) non-probabilistic binary linear classifier (1) off-the-shelf classifier (1) scene classifier (1) selective k-nn classifier (1) self-supervised classifier (1) slope neural network classifier (1) supervised leaning binary classifier (1) text-to-text classifier (1) visual object classifier (1) wfst-based linear classifier (1) degradation type classifier (0) famnn neural classifier (0) maximum a posteriori classifier (0) pca classifier (0)

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