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Protein secondary structure prediction with bidirectional recurrent neural nets: Can weight updating for each residue enhance performance?
(2010)
Successful protein secondary structure prediction is an important step towards modelling protein 3D structure, with several practical applications. Even though in the last four decades several PSSP algorithms have been ...
Training bidirectional recurrent neural network architectures with the scaled conjugate gradient algorithm
(2016)
Predictions on sequential data, when both the upstream and downstream information is important, is a difficult and challenging task. The Bidirectional Recurrent Neural Network (BRNN) architecture has been designed to deal ...
Do human cognitive differences in information processing affect preference and performance of CAPTCHA?
(2015)
A Completely Automated Public Turing test to tell Computers and Humans Apart (CAPTCHA) is a widely used security defense mechanism that is utilized by service providers to determine whether the entity interacting with their ...
A new look at the semantics and optimization methods of CP-networks
(2003)
Preference elicitation is a serious bottleneck in many decision support applications and agent specification tasks. CP-nets were designed to make the preference elicitation process simpler and more intuitive for lay users ...
A combinatorial characterization of properties preserved by antitokens
(2000)
Balancing networks are highly distributed data structures used to solve multiprocessor synchronization problems. Typically, balancing networks are accessed by tokens, and the distribution of the tokens on the network’s ...
Complexity of rational and irrational nash equilibria
(2014)
We introduce two new natural decision problems, denoted as ∃ RATIONAL NASH and ∃ IRRATIONAL NASH, pertinent to the rationality and irrationality, respectively, of Nash equilibria for (finite) strategic games. These problems ...
Near-optimal hot-potato routing on trees
(2004)
In hot-potato (deflection) routing, nodes in the network have no buffers for packets in transit, which causes conflicting packets to be deflected away from their destinations. We study one-to-many batch routing problems ...
Towards a back-end framework for supporting affective avatar-based interaction systems
(CEUR-WS, 2015)
Avatar-based systems provide an intuitive way of interact-ing with users in the context of Ambient Abisted Living (AAL). These systems are typically supported by a diverse set of services for, e.g., social daily activities, ...
Reconstruction of everyday life in 19th century Nicosia
(2012)
This paper presents the first stages of a larger project concerning the study and realization of a 3D interactive environment of everyday life in 19th century Nicosia. The presented study involves the recreation of the ...
Intelligent user interfaces: adaptation and personalization systems and technologies
(Information Science Reference, 2009)
"This book identifies solutions and suggestions for the design and development of adaptive applications and systems that provides more usable and qualitative content and services adjusted to the needs and requirements of ...