Language models for online handwritten Tamil word recognition

N-gram language models and lexicon-based word-recognition are popular methods in the literature to improve recognition accuracies of online and offline handwritten data. However, there are very few works that deal with application of these techniques on online Tamil handwritten data. In this paper, we explore methods of developing symbol-level language models and a lexicon from a large Tamil text corpus and their application to improving symbol and word recognition accuracies. On a test database of around 2000 words, we find that bigram language models improve symbol (3%) and word recognition (8%) accuracies and while lexicon methods offer much greater improvements (30%) in terms of word recognition, there is a large dependency on choosing the right lexicon. For comparison to lexicon and language model based methods, we have also explored re-evaluation techniques which involve the use of expert classifiers to improve symbol and word recognition accuracies.

Rule-based grapheme-to-phoneme method for the Greek

This paper describes a trainable method for generating letter to sound rules for the Greek language, for producing the pronunciation of out-of-vocabulary words. Several approaches have been adopted over the years for grapheme-to-phoneme conversion, such as hand-seeded rules, finite state transducers, neural networks, HMMs etc, nevertheless it has been proved that the most reliable method is a rule-based one. Our approach is based on a semi-automatically pre-transcribed lexicon, from which we derived rules for automatic transcription. The efficiency and robustness of our method are proved by experiments on out-of-vocabulary words which resulted in over than 98% accuracy on a word-base criterion.

Self-organization, embodiment, and biologically inspired robotics.

Robotics researchers increasingly agree that ideas from biology and self-organization can strongly benefit the design of autonomous robots. Biological organisms have evolved to perform and survive in a world characterized by rapid changes, high uncertainty, indefinite richness, and limited availability of information. Industrial robots, in contrast, operate in highly controlled environments with no or very little uncertainty. Although many challenges remain, concepts from biologically inspired (bio-inspired) robotics will eventually enable researchers to engineer machines for the real world that possess at least some of the desirable properties of biological organisms, such as adaptivity, robustness, versatility, and agility.

New robotics: design principles for intelligent systems.

New robotics is an approach to robotics that, in contrast to traditional robotics, employs ideas and principles from biology. While in the traditional approach there are generally accepted methods (e. g., from control theory), designing agents in the new robotics approach is still largely considered an art. In recent years, we have been developing a set of heuristics, or design principles, that on the one hand capture theoretical insights about intelligent (adaptive) behavior, and on the other provide guidance in actually designing and building systems. In this article we provide an overview of all the principles but focus on the principles of ecological balance, which concerns the relation between environment, morphology, materials, and control, and sensory-motor coordination, which concerns self-generated sensory stimulation as the agent interacts with the environment and which is a key to the development of high-level intelligence. As we argue, artificial evolution together with morphogenesis is not only "nice to have" but is in fact a necessary tool for designing embodied agents.

Automated cross-modal mapping in robotic eye/hand systems using plastic radial basis function networks

Q. Meng and M. H Lee, Automated cross-modal mapping in robotic eye/hand systems using plastic radial basis function networks, Connection Science, 19(1), pp 25-52, 2007.

Biologically inspired automatic construction of cross-modal mapping in robotic eye/hand systems

Q. Meng and M.H. Lee, 'Biologically inspired automatic construction of cross-modal mapping in robotic eye/hand systems', IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2006,) ,4742-49, Beijing, 2006.

Dynamic Programming for Optimal Control of Set-Up Scheduling with Neural Network Modifications

This paper demonstrates an optimal control solution to change of machine set-up scheduling based on dynamic programming average cost per stage value iteration as set forth by Cararnanis et. al. [2] for the 2D case. The difficulty with the optimal approach lies in the explosive computational growth of the resulting solution. A method of reducing the computational complexity is developed using ideas from biology and neural networks. A real time controller is described that uses a linear-log representation of state space with neural networks employed to fit cost surfaces.

Bright Laser-Driven Neutron Source Based on the Relativistic Transparency of Solids

Neutrons are unique particles to probe samples in many ?elds of research ranging from biology to material sciences to engineering and security applications. Access to bright, pulsed sources is currently
limited to large accelerator facilities and there has been a growing need for compact sources over the recent years. Short pulse laser driven neutron sources could be a compact and relatively cheap way to
produce neutrons with energies in excess of 10 MeV. For more than a decade experiments have tried to obtain neutron numbers suf?cient for applications. Our recent experiments demonstrated an ion acceleration mechanism based on the concept of relativistic transparency. Using this new mechanism, we produced an intense beam of high energy (up to 170 MeV) deuterons directed into a Be converter to
produce a forward peaked neutron ?ux with a record yield, on the order of 1010 n=sr. We present results comparing the two acceleration mechanisms and the ?rst short pulse laser generated neutron radiograph.

Hacia una teoría de las organizaciones empresariales una mirada desde las ciencias de la complejidad y la biología

La presente investigación tiene como objetivo realizar los primeros acercamientos al management en términos de biología y la consideración de las organizaciones como sistemas vivos y complejos. Para ello, se realiza una revisión del desarrollo de la administración a través de su historia y luego se aborda la vida desde múltiples perspectivas principalmente la biológica, a nivel molecular, clásico y evolutivo. Se realiza una revisión de autores reconocidos en el tema de la vida y complejidad como Francisco Varela, Humberto Maturana, Ricard Solé, Brian Goodwin, Lynn Margulis, Kauffman, Darwin, Ilya Prigogine, Duncan Watts entre otros, para intentar acercarnos a una comprensión más clara desde diferentes disciplinas, principalmente la biología. Una vez se han hecho comprensiones sobre los fenómenos biológicos y complejos se realiza una comparación con las organizaciones y así observar si éstas pueden llegar a ser consideradas sistemas bióticos de acuerdo con las características que poseen y su similitud en procesos, elementos e interrelaciones desde la biología.

Selective excitation through tapered silica fibers of fluorescent two-photon polymerized structures

Two-photon polymerization has emerged as a powerful tool to design complex three-dimensional microstructures for applications ranging from biology to nanophotonics. To broaden the application spectrum of such microstructures, different materials have been incorporated to the polymers, aiming at specific applications. In this paper we report the fabrication of microstructures containing rhodamine 610, which display strong fluorescence upon one- and two-photon excitation. The latter increases light-penetration depth and spatial selectivity of luminescence. We also demonstrate that by using silica submicrometric wires we were able to select individual microstructures to be excited, which could be explored for designing microstructure-based optical circuits.

Comportamento sexual e percepção do HIV/AIDS entre estudantes universitárias do IBILCE/UNESP de São José do Rio Preto

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

A dialética entre o “sistema” e o “mundo de vida” na biogeografia urbana

Neste artigo, analisa-se a disciplina científica da Biogeografia Urbana, ciência de caráter tecnológico apoiada em diferentes disciplinas e linhas de investigação relacionadas com a Biologia, a Geografia e a Teoria de Sistemas. Por tratar-se de uma disciplina científica de caráter tecnológico, estabelece um vínculo entre o meio ambiente, a ação humana e a dialética resultante. Os conceitos analíticos de “sistema” e “mundo de vida”, propostos por Jürgen Habermas, e o conceito de “sistema” desenvolvido p o r N i k l a s L u h m a n n , o f e r e c e m u m marco interpretativo que deixa entrever diversas funções relacionadas com o papel do conhecimento, aparentemente sem interesse, das ciências em geral e da ação humana. Para a Biogeografia Urbana, adotar os conceitos propostos significa introduzir elementos de reflexão na análise dos processos históricos e do papel da disciplina na produção de conhecimento no contexto da Amazônia.

A poesia de Cecília Meireles em Solombra

Pós-graduação em Letras - FCLAS

Sintomas Mentais e Consumo de Álcool por Estudantes da UNESP, Instituto de Biociências de Rio Claro, S.P

Esta pesquisa teve como objetivo caracterizar os padrões de consumo de bebida alcoólica e a prevalência de indicadores de ansiedade e depressão, em universitários. Foram investigados 200 alunos, em série consecutiva, oriundos dos cursos de Biologia, Ecologia, Educação Física e Pedagogia. Os métodos consistiram na aplicação de escalas especializadas para verificação de padrões de consumo de álcool e sintomas de ansiedade e depressão, respectivamente, o SADD (Short Alcohol Dependence Data) e a HAD (Hospital Anxiety and Depression Scale). Os resultados mostraram que, dos 200 alunos, 17 (8,5%) apresentavam comportamento de uso abusivo de álcool, com riscos para a saúde física e mental. Ainda, 53 alunos (26,5%) revelaram indicadores positivos de ansiedade e 16 (8%), de depressão. Destes 53 alunos com indicadores positivos de ansiedade, 8 (15,1%) faziam uso abusivo de álcool e, dos 16 alunos com sintomas depressivos, 8 (50%) tinham comportamento de consumo abusivo de álcool, com riscos para a saúde física e mental. Os autores concluíram que o uso abusivo de álcool pode estar associado à presença de sofrimento psíquico, principalmente ansiedade e depressão. E propõem que se discuta a necessidade de criação de um Serviço de Saúde Mental para atendimento da comunidade universitária.

A pesquisa de iniciação científica como espaço de formação inicial de professores e pesquisadores de Biologia

This paper discusses a study conducted the systematic monitoring of scientific initiation activities in a research group in Epistemology of Biology. The objective was to investigate the evolution of undergraduate ideas about epistemological, historical and didactic aspects from Biology during the development of research projects. Data collection occurred through the use of various instruments, such as written materials and interviews. The results suggest that involvement in research activities and the interaction in the group allowed to the participants the development of critical thinking, by means of collective reflection and individual significance of biological knowledge located in different contexts epistemological, historical and didactic.