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检索条件"任意字段=6th International Conference on Bioinformatics Models, Methods and Algorithms, BIOINFORMATICS 2015"

共 237 条记录，以下是91-100 订阅

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Blind 384-bit digital signature scheme

Blind 384-bit digital signature scheme

引用

6th international conference on Mathematical methods, models and Architectures for Computer Network Security, MMM-ACNS 2012

作者： Moldovyan, Alexandr Moldovyan, Nikolay Novikova, Evgenia 39 14th Liniya Saint-Petersburg Russia 39 14th Liniya Saint-Petersburg Russia

ISBN: (纸本)9783642337031

the blind digital signature protocols play important role in e-commerce applications. In this paper the new blind digital signature scheme with 384-bit signature length is proposed. the latter is achieved by using finite subgroup of the multiplicative group of the finite ring of residues modulo n, where n is a product of two large primes. It is shown that proposed signature satisfies unlinkability and unforgeability properties. © 2012 Springer-Verlag Berlin Heidelberg.

关键词： Authentication

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Diagnosing PTSD Using Electronic Medical Records from Canadian Primary Care Data 19

Diagnosing PTSD Using Electronic Medical Records from Canadi...

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6th international conference on Networking, Systems and Security (NSysS)

作者： Kaczmarek, Emily Salgo, Alexander Zafari, Hasan Kosowan, Leanne Singer, Alexander Zulkernine, Farhana Queens Univ Sch Comp Kingston ON Canada Univ Manitoba Dept Family Med Coll Med Winnipeg MB Canada

ISBN: (纸本)9781450376990

Post-traumatic stress disorder (PTSD) can be a debilitating condition and early intervention can be instrumental in preventing patients' suffering. Identifying patients at risk for PTSD is challenging because of the limitations of the available data set, variations in the symptoms of PTSD for different patients, and misdiagnosis due to symptoms being shared with other conditions. In this preliminary study, we explore a small set of structured primary care data extracted from patients' electronic medical records (EMR) from Manitoba, Canada. this data has a small subset of PTSD positive cases, and is used to assess the feasibility of applying machine learning algorithms to diagnose PTSD. We developed three supervised machine learning models, a multilayered perceptron artificial neural network (ANN) model, a support vector machine (SVM), and a random forest classifier (RF) to identify PTSD patients using 890 patients' records. these methods obtained 0.79, 0.78, and 0.83 AUC respectively, which are better than all of the previous work that used EMR data having comparable size as our data. this study is geared towards understanding the primary care standard for PTSD patients in Canada in general and military-veteran population and developing a case definition for PTSD. this initial result demonstrates that an automated PTSD screening tool can be developed based on historical medical data for further study. In our ongoing work, we are exploring the providers' chart notes from the EMR data, which is unstructured text data, to improve the model accuracy and understand the progression of PTSD.

关键词： PTSD detection machine learning bioinformatics psychology artificial neural networks SVM random forests

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Analytical methods to investigate the effects of external influence on socio-cultural opinion evolution

Analytical methods to investigate the effects of external in...

引用

6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction, SBP 2013

作者： Chakraborty, Subhadeep Department of Mechanical Aerospace and Biomedical Engineering University of Tennessee Knoxville TN United States

ISBN: (纸本)9783642372094

this paper extends the framework for merging sociologically inspired rational cognitive models of decision making with social media inspired feedback mechanisms. this model, with certain simplifying assumptions, is used to analyze the effects of external influence on the dynamics of opinion evolution in a fully connected society. the master equation is shown to have the form of the Fokker-Planck equation, and the necessary and sufficient conditions for a polynomial solution are investigated. It is proved that the parameters of the model guarantees the existence of a polynomial solution. © 2013 Springer-Verlag.

关键词： Fokker Planck equation

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6th international conference on Relational methods in Computer Science, RelMiCS 2001

引用

6th international conference on Relational methods in Computer Science, RelMiCS 2001 and 1st Workshop of COST Action 274 theory and Application of Relational Structures as Knowledge Instruments, TARSKI 2001

ISBN: (纸本)3540003150

the proceedings contain 21 papers. the special focus in this conference is on Mechanisation of Relational Reasoning and Relational Scaling and Preferences. the topics include: A Relation-algebraic approach to graph structure transformation;emptiness relations in property systems;pregroups;dynamic view;interpretability of first-order dynamic logic in a relational calculus;relations in GUHA style data mining;groups in allegories;distributed conceptual structures;fuzzy relational images in computer science;a completeness theorem for extended order dependencies on relational attribute models in dedekind categories;double residuated lattices and their applications;interval bilattices and some other simple bilattices;interactive systems;relational constructions in goguen categories;a subintuitionistic logic and some of its methods;implementation of relational algebra using binary decision diagrams;calculating a relational program for transitive reductions of strongly connected graphs;calculating church-rosser proofs in kleene algebra;on the definition and representation of a ranking and tangent circle algebras.

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Infinite dimensional optimization models and PDEs for dejittering 5

Infinite dimensional optimization models and PDEs for dejitt...

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5th international conference on Scale Space and Variational methods in Computer Vision, SSVM 2015

作者： Dong, Guozhi Patrone, Aniello Raffaele Scherzer, Otmar Öktem, Ozan Computational Science Center University of Vienna Oskar-Morgenstern-Platz 1 Wien1090 Austria Austrian Academy of Sciences Altenberger Strasse 69 A Linz4040 Austria Department of Mathematics KTH - Royal Institute of Technology Lindstedtsvägen 25 StockholmSE10044 Sweden

ISBN: (纸本)9783319184609

In this paper we do a systematic investigation of continuous methods for pixel, line pixel and line dejittering. the basis for these investigations are the discrete line dejittering algorithm of Nikolova and the partial differential equation of Lenzen et al for pixel dejittering. To put these two different worlds in perspective we find infinite dimensional optimization algorithms linking to the finite dimensional optimization problems and formal flows associated with the infinite dimensional optimization problems. Two different kinds of optimization problems will be considered: Dejittering algorithms for determining the displacement and displacement error correction formulations, which correct the jittered image, without estimating the jitter. As a by-product we find novel variational methods for displacement error regularization and unify them into one family. the second novelty is a comprehensive comparison of the different models for different types of jitter, in terms of efficiency of reconstruction and numerical complexity. © IFIP international Federation for Information Processing 2015.

关键词： Pixels

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Comparison of acoustic adaptation methods in multilingual speech recognition environment

Comparison of acoustic adaptation methods in multilingual sp...

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6th international conference on Text, Speech and Dialogue, TSD 2003

作者： Žgank, Andrej Kačič, Zdravko Horvat, Bogomir Institute of Electronics University of Maribor Smetanova 17 MariborSI-2000 Slovenia

ISBN: (纸本)9783540200246

this paper presents the comparison of different acoustic adaptation methods in a multilingual speech recognition environment. Baseline multilingual acoustic models were generated using the tree based clustering with common phonetic broad classes. After the expert based port to a new language was performed, the influence of several adaptation methods on speech recognition performance was investigated. the target language adaptation subset contained 2% of complete speech database. the best adapted ported system had significant improvement in the speech recognition performance and its results were close to the results of pure reference monolingual system. the relationship between languages used in the mapping configuration remained unchanged after the adaptation. © Springer-Verlag Berlin Heidelberg 2003.

关键词： Speech recognition

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A new post-processing method to detect brain tumor using rough-fuzzy clustering 6th

A new post-processing method to detect brain tumor using rou...

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6th international conference on Pattern Recognition and Machine Intelligence, PReMI 2015

作者： Roy, Shaswati Maji, Pradipta Biomedical Imaging and Bioinformatics Lab Machine Intelligence Unit Indian Statistical Institute Kolkata India

Automatic and accurate brain tumor segmentation from MR images is one of the important problems in cancer research. However, the lack of shape prior and weak contrast at boundary make unsupervised brain tumor segmentation more challenging. In this background, a new brain tumor segmentation method is being developed, integrating judiciously the merits of multiresolution image analysis technique and rough-fuzzy clustering. One of the major issues of the clustering based segmentation method is how to extract brain tumor accurately, since tumors may not have clearly defined intensity or textural boundaries. In this regard, this paper presents a new post-processing method for clustering based brain tumor detection. It combines the merits of mathematical morphology and the concept of rough set based region growing approach to refine the result obtained after clustering, thereby ensuring the accurateness of brain tumor segmentation application. the performance of the proposed approach, along with a comparison with related methods, is demonstrated on a set of synthetic and real brain MR images. © Springer international Publishing Switzerland 2015.

关键词： Mathematical morphology

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Using taylor models in exact real arithmetic 6th

Using taylor models in exact real arithmetic

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6th international conference on Mathematical Aspects of Computer and Information Sciences, MACIS 2015

作者： Brauße, Franz Korovina, Margarita Müller, Norbert Abteilung Informatikwissenschaften Universität Trier Trier Germany A.P. Ershov Institute of Informatics Systems Novosibirsk Russia

ISBN: (纸本)9783319328584

Software libraries for Exact Real Arithmetic implement the theory of computability on non-denumerable sets. Usually they are based on interval arithmetic. We discuss enhancements where the interval arithmetic is augmented by versions of Taylor models. Although this has no effect on the abstract notion of computability, the efficiency of implementations can be improved dramatically. © Springer international Publishing Switzerland 2016.

关键词： Computability and decidability

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6th international conference on Implementation and Application of Automata, CIAA 2001

6th International Conference on Implementation and Applicati...

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6th international conference on Implementation and Application of Automata, CIAA 2001

ISBN: (纸本)3540004009

the proceedings contain 24 papers. the special focus in this conference is on Implementation and Application of Automata. the topics include: Using finite state technology in natural language processing of Basque;submodule construction and supervisory control;counting the solutions of presburger equations without enumerating them;finite automata for compact representation of language models in NLP;scheduling hard sporadic tasks by means of finite automata and generating functions;bounded-graph construction for noncanonical discriminating-reverse parsers;finite-state transducer cascade to extract proper names in texts;compilation methods of minimal acyclic finite-state automata for large dictionaries;improving raster image run-length encoding using data order;enhancements of partitioning techniques for image compression u sing weighted finite automata;on the size of deterministic finite automata;minimal adaptive pattern-matching automata for efficient term rewriting;typographical nearest-neighbor search in a finite-state lexicon and its application to spelling correction;on the software design of cellular automata simulators for ecological modeling and supernondeterministic finite automata.

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Explicit error bound for modified numerical iterated integration by means of sinc methods 6th

Explicit error bound for modified numerical iterated integra...

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6th international conference on Mathematical Aspects of Computer and Information Sciences, MACIS 2015

作者： Okayama, Tomoaki Hiroshima City University 3-4-1 Ozuka-higashi Asaminami-ku Hiroshima Japan

ISBN: (纸本)9783319328584

this paper reinforces numerical iterated integration developed by Muhammad–Mori in the following two points: (1) the approximation formula is modified so that it can achieve a better convergence rate in more general cases, and (2) an explicit error bound is given in a computable form for the modified formula. the formula works quite efficiently, especially if the integrand is of a product type. Numerical examples that confirm it are also presented. © Springer international Publishing Switzerland 2016.

关键词： Integration

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