mode detection in online handwritten documents using blstm neural
mode detection in online handwritten documents using blstm neural
... Mode Detection in Online Handwritten Documents Using BLSTM Neural
Networks
Emanuel Inderm
¨
uhle
∗
, Volkmar Frinken
†
and Horst Bunke
∗
∗
Institute of Computer Science ... the analysis of online handwritten doc-
uments in Latin script
1
.
In this paper we also propose the use of a BLSTM
neural network for mode detection. Originally, this kind
of neural netw...
Báo cáo khoa học: "Improving On-line Handwritten Recognition using Translation Models in Multimodal Interactive Machine Translation" docx
... IBM1 and IBM2 models,
and inverse IBM1-inv and IBM2-inv models with
the inverse dictionary from Eq. 9.
However, a more interesting set up than using lan-
guage models or translation models alone ... Linguistics
Improving On-line Handwritten Recognition using Translation Models
in Multimodal Interactive Machine Translation
Vicent Alabau, Alberto Sanchis, Francisco Casacuberta
Institut...
Báo cáo khoa học: "Using Deep Morphology to Improve Automatic Error Detection in Arabic Handwriting Recognition" pot
... training data. We test this assumption by
taking the best-performing feature sets from Table 5
and training new models using twice the training
data {S=4000}. The results are shown in Table 6.
In ... The models were trained on the {S=4000,
H=10} training set.
train is less than dev and train: 63% versus 81%,
respectively on {S=4000}.
5.5 Preliminary Combination Analysis
In a prelimina...
Báo cáo khoa học: "Question Detection in Spoken Conversations Using Textual Conversations" ppt
... features, and
Wiki talk pages using lexical features.
3.4 Adaptation Results
For bootstrapping, we first train an initial baseline
classifier using the Wiki training data, then use it to
label ... two classes and add them to the training set
using the guessed labels, then retrain the classifier
using the new training set. This is repeated for r
rounds. In order to use prosodic features...
The Field Behind the Screen: Using Netnography For Marketing Research in Online Communities pptx
... its marketing implications.
The Field Behind the Screen: Using Netnography
For Marketing Research in Online Communities
*
Consumers making product and brand
choices are increasingly turning to computer-
mediated ... socially
reinforcing consumption. Hence, marketing
researchers interested in online word-of-
mouth and influence may find it useful to
track how tourists and minglers ar...
Báo cáo khoa học: "Using Conditional Random Fields For Sentence Boundary Detection In Speech" potx
... however, a joint model requires
more parameters. Since the training set for the SU
detection task in the EARS program is quite limited,
we use a loosely coupled approach:
Linearly combine three ... telephone speech SU detection results reported using the NIST SU error rate (%)
and the boundary-based error rate (% in parentheses) using the HMM, Maxent, and CRF individually and in...
Automatic text detection in video frames.
... traditional
method using many locating rules and that based on
statistical models for detecting and locating text in
video frames.
In this paper, one new method based on
bootstrap neural network ... located candidate caption
text regions directly in DCT compressed domain
using the intensity variation information encoded in
the DCT domain [1]. Those texture-based methods
d...
Estimation of Proper Strain Rate in the CRSC Test Using a Artificial Neural Networks
... for use in
training and testing the neural network. A large training data reduces
the risk of under-sampling the nonlinear function, but increases the
training time. To improve training, preprocessing ... consolidation
leading to a generalized, nonlinear equation for strain distribution
through the specimen. By assuming a constant ratio between
incremental ε and increments of log σ...
Asset Allocation in Active Portfolio Management using Treynor-Black Model and Technical Trends
... An investor will invest
- 10 -
in all or any of these investments based on his risk appetite. The investor can choose to combine
the three different kinds of investments to be included in ... 26 -
4 Testing
Considering the potential risks involved in using software related to financial investments, testing
the functions of the software is of primary importance for any financial s...
Exergoeconomic optimization and improvement of a cogeneration system modeled in a process simulator using direct search and evolutionary methods
... Vieira received his Bachelor’s Degree in mechanical and automotive engineering from the
Military Institute of Engineering (IME-RJ), Brazil, in 1984. Later, in Rio de Janeiro, Brazil, he graduate
d ... PUC-RJ in 1991, and with a D.Sc. Degree from UFRJ in 2003, both in
mechanical engineering. He has published more than 15 articles in well-recognized journals, books, and
proceedi...