machine learning in action

machine learning in action

machine learning in action

... w1 h4" alt="" Machine Learning in Action 3 Machine learning basics I was eating dinner with a couple when they asked what I was working on recently. I replied, Machine learning. ” The wife turned ... Machine learning basics 3 1.1 What is machine learning? 5 Sensors and the data deluge 6 ■ Machine learning will be more important in the future 7 1.2 Key terminology 7...
Ngày tải lên : 28/04/2014, 16:24
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Báo cáo khoa học: Metabolomics, modelling and machine learning in systems biology – towards an understanding of the languages of cells potx

Báo cáo khoa học: Metabolomics, modelling and machine learning in systems biology – towards an understanding of the languages of cells potx

... crucial in scientific discovery’, the pioneering work by Swanson on hypo- thesis generation [299] is mainly credited with sparking interest in text mining techniques in biology. Text mining aids in ... 885 profiling data using machine learning. Plant Physiol 126, 943–951. 68 Kell DB (2002) Metabolomics and machine learning: explanatory analysis of complex metabolome data using ge...
Ngày tải lên : 07/03/2014, 12:20
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Machine learning in computer vision

Machine learning in computer vision

... succeed in selectin g the most appropriate machine l earn i n g tec h n i que(s) f or t h e gi ven computer v i s i on tas k ,ana d equate un d er - s tanding of the different machine learning paradigms ... processin g and interpretation of inherent visua l f eatures. In t h e area o fi nte ll ectua l access to v i sua li n f ormat i on, t h e i nterp l ay between human and machine...
Ngày tải lên : 28/04/2014, 09:51
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Báo cáo khoa học: "Using Emoticons to reduce Dependency in Machine Learning Techniques for Sentiment Classification" pot

Báo cáo khoa học: "Using Emoticons to reduce Dependency in Machine Learning Techniques for Sentiment Classification" pot

... classification training data. 2,000 articles containing smiles and 2,000 articles containing frowns were held-out as optimising test data. We took increasing amounts of articles from the remaining dataset ... 22,000 in increments of 1,000, an equal number being taken from the positive and negative sets) as optimising training data. For each set of training data we extracted a context of an i...
Ngày tải lên : 17/03/2014, 06:20
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Báo cáo khoa học: "A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue" docx

Báo cáo khoa học: "A Machine Learning Approach to Pronoun Resolution in Spoken Dialogue" docx

... pruning and control settings for RPART (cp=0.0001, minsplit=20, minbucket=7). All results reported were obtained by performing 20-fold cross- validation. In the prediction phase, the trained ... prede- fined baseline features. Then we train models com- bining the baseline with all additional features sep- arately. We choose the best performing feature (f- measure according to Vilain et al. (...
Ngày tải lên : 23/03/2014, 19:20
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Báo cáo khoa học: "Feasibility Study for Ellipsis Resolution in Dialogues by Machine-Learning Technique" docx

Báo cáo khoa học: "Feasibility Study for Ellipsis Resolution in Dialogues by Machine-Learning Technique" docx

... Resolution by Machine Learning Since a huge text corpus has become widely available, the machine- learning approach has been utilized for some problems in natural lan- guage processing. The most ... decision-tree learning research to itself. 3.3 Training Attributes The training attributes that we prepared for Japanese ellipsis resolution are listed in Table 2. The trainin...
Ngày tải lên : 23/03/2014, 19:20
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Báo cáo khoa học: "A Machine Learning Approach to Extract Temporal Information from Texts in Swedish and Generate Animated 3D Scenes" docx

Báo cáo khoa học: "A Machine Learning Approach to Extract Temporal Information from Texts in Swedish and Generate Animated 3D Scenes" docx

... We then present a machine learning technique to order the sequence of events identified in the narratives. We finally report the results we obtained. 1 Extraction of Temporal Information and Scene ... set aside this type of link. Subordinate links generally connect signals to events, for instance to mark polarity by linking a not to its main verb. We identify these links simul- taneously...
Ngày tải lên : 31/03/2014, 20:20
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kernel methods in machine learning

kernel methods in machine learning

... particu- larly in machine learning. Since these methods have a stronger mathematical slant than earlier machine learning methods (e.g., neural networks), there is also significant interest in the statistics ... domain X other than it being a set. In order to study the problem of learning, we need additional structure. In learning, we want to be able to generalize to unseen dat...
Ngày tải lên : 24/04/2014, 13:10
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learning and memory - the brain in action

learning and memory - the brain in action

... "'" Monoamines Monoomincs are dil'ided infO twO classes: cmecholamines and indole- amilWS. The catocholalllltles include the ncurotr,lllsminers epinephrine, norepinephrint, and dopamine, and the indolemnines include serotOllin llnd me/monin. Epinephrine is another name for adrenaline. ... acreat deal o( fr.t. Fm digests more slowly than orher foods. Therefore. fI weal d.:...
Ngày tải lên : 29/04/2014, 15:23
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