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Search results for: Watson-Crick automaton
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</div> </div> <h1 class="mt-3 mb-3 text-center" style="font-size:1.6rem;">Search results for: Watson-Crick automaton</h1> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">8</span> Some Relationships between Classes of Reverse Watson-Crick Finite Automata</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Kazuki%20Murakami">Kazuki Murakami</a>, <a href="https://publications.waset.org/search?q=Takashige%20Nakamura"> Takashige Nakamura</a>, <a href="https://publications.waset.org/search?q=Noriko%20Sakamoto"> Noriko Sakamoto</a>, <a href="https://publications.waset.org/search?q=Kunio%20Aizawa"> Kunio Aizawa</a> </p> <p class="card-text"><strong>Abstract:</strong></p> A Watson-Crick automaton is recently introduced as a computational model of DNA computing framework. It works on tapes consisting of double stranded sequences of symbols. Symbols placed on the corresponding cells of the double-stranded sequences are related by a complimentary relation. In this paper, we investigate a variation of Watson-Crick automata in which both heads read the tape in reverse directions. They are called reverse Watson-Crick finite automata (RWKFA). We show that all of following four classes, i.e., simple, 1-limited, all-final, all-final and simple, are equal to non-restricted version of RWKFA. <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=automaton" title="automaton">automaton</a>, <a href="https://publications.waset.org/search?q=DNA%20computing" title=" DNA computing"> DNA computing</a>, <a href="https://publications.waset.org/search?q=formal%20languages" title=" formal languages"> formal languages</a>, <a href="https://publications.waset.org/search?q=Watson-Crick%20automaton" title="Watson-Crick automaton">Watson-Crick automaton</a> </p> <a href="https://publications.waset.org/3446/some-relationships-between-classes-of-reverse-watson-crick-finite-automata" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/3446/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/3446/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/3446/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/3446/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/3446/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/3446/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/3446/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/3446/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/3446/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/3446/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/3446.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1517</span> </span> </div> </div> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">7</span> Hierarchies Based On the Number of Cooperating Systems of Finite Automata on Four-Dimensional Input Tapes</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Makoto%20Sakamoto">Makoto Sakamoto</a>, <a href="https://publications.waset.org/search?q=Yasuo%20Uchida"> Yasuo Uchida</a>, <a href="https://publications.waset.org/search?q=Makoto%20Nagatomo"> Makoto Nagatomo</a>, <a href="https://publications.waset.org/search?q=Takao%20Ito"> Takao Ito</a>, <a href="https://publications.waset.org/search?q=Tsunehiro%20Yoshinaga">Tsunehiro Yoshinaga</a>, <a href="https://publications.waset.org/search?q=Satoshi%20Ikeda">Satoshi Ikeda</a>, <a href="https://publications.waset.org/search?q=Masahiro%20Yokomichi">Masahiro Yokomichi</a>, <a href="https://publications.waset.org/search?q=Hiroshi%20Furutani"> Hiroshi Furutani</a> </p> <p class="card-text"><strong>Abstract:</strong></p> <p>In theoretical computer science, the Turing machine has played a number of important roles in understanding and exploiting basic concepts and mechanisms in computing and information processing [20]. It is a simple mathematical model of computers [9]. After that, M.Blum and C.Hewitt first proposed two-dimensional automata as a computational model of two-dimensional pattern processing, and investigated their pattern recognition abilities in 1967 [7]. Since then, a lot of researchers in this field have been investigating many properties about automata on a two- or three-dimensional tape. On the other hand, the question of whether processing fourdimensional digital patterns is much more difficult than two- or threedimensional ones is of great interest from the theoretical and practical standpoints. Thus, the study of four-dimensional automata as a computasional model of four-dimensional pattern processing has been meaningful [8]-[19],[21]. This paper introduces a cooperating system of four-dimensional finite automata as one model of four-dimensional automata. A cooperating system of four-dimensional finite automata consists of a finite number of four-dimensional finite automata and a four-dimensional input tape where these finite automata work independently (in parallel). Those finite automata whose input heads scan the same cell of the input tape can communicate with each other, that is, every finite automaton is allowed to know the internal states of other finite automata on the same cell it is scanning at the moment. In this paper, we mainly investigate some accepting powers of a cooperating system of eight- or seven-way four-dimensional finite automata. The seven-way four-dimensional finite automaton is an eight-way four-dimensional finite automaton whose input head can move east, west, south, north, up, down, or in the fu-ture, but not in the past on a four-dimensional input tape.</p> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=computational%20complexity" title="computational complexity">computational complexity</a>, <a href="https://publications.waset.org/search?q=cooperating%20system" title=" cooperating system"> cooperating system</a>, <a href="https://publications.waset.org/search?q=finite%0D%0Aautomaton" title=" finite automaton"> finite automaton</a>, <a href="https://publications.waset.org/search?q=four-dimension" title=" four-dimension"> four-dimension</a>, <a href="https://publications.waset.org/search?q=hierarchy" title=" hierarchy"> hierarchy</a>, <a href="https://publications.waset.org/search?q=multihead." title=" multihead."> multihead.</a> </p> <a href="https://publications.waset.org/6351/hierarchies-based-on-the-number-of-cooperating-systems-of-finite-automata-on-four-dimensional-input-tapes" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/6351/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/6351/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/6351/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/6351/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/6351/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/6351/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/6351/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/6351/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/6351/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/6351/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/6351.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1888</span> </span> </div> </div> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">6</span> Action Recognition in Video Sequences using a Mealy Machine</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=L.%20Rodriguez-Benitez">L. Rodriguez-Benitez</a>, <a href="https://publications.waset.org/search?q=J.%20Moreno-Garcia"> J. Moreno-Garcia</a>, <a href="https://publications.waset.org/search?q=J.J.%20Castro-Schez"> J.J. Castro-Schez</a>, <a href="https://publications.waset.org/search?q=C.%20Solana"> C. Solana</a>, <a href="https://publications.waset.org/search?q=L.%20Jimenez"> L. Jimenez</a> </p> <p class="card-text"><strong>Abstract:</strong></p> <p>In this paper the use of sequential machines for recognizing actions taken by the objects detected by a general tracking algorithm is proposed. The system may deal with the uncertainty inherent in medium-level vision data. For this purpose, fuzzification of input data is performed. Besides, this transformation allows to manage data independently of the tracking application selected and enables adding characteristics of the analyzed scenario. The representation of actions by means of an automaton and the generation of the input symbols for finite automaton depending on the object and action compared are described. The output of the comparison process between an object and an action is a numerical value that represents the membership of the object to the action. This value is computed depending on how similar the object and the action are. The work concludes with the application of the proposed technique to identify the behavior of vehicles in road traffic scenes.</p> <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Approximate%20reasoning" title="Approximate reasoning">Approximate reasoning</a>, <a href="https://publications.waset.org/search?q=finite%20state%20machines" title=" finite state machines"> finite state machines</a>, <a href="https://publications.waset.org/search?q=video%20analysis." title=" video analysis."> video analysis.</a> </p> <a href="https://publications.waset.org/10083/action-recognition-in-video-sequences-using-a-mealy-machine" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/10083/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/10083/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/10083/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/10083/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/10083/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/10083/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/10083/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/10083/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/10083/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/10083/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/10083.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1686</span> </span> </div> </div> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">5</span> k-Neighborhood Template A-Type Three-Dimensional Bounded Cellular Acceptor</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Makoto%20Nagatomo">Makoto Nagatomo</a>, <a href="https://publications.waset.org/search?q=Yasuo%20Uchida"> Yasuo Uchida</a>, <a href="https://publications.waset.org/search?q=Makoto%20Sakamoto"> Makoto Sakamoto</a>, <a href="https://publications.waset.org/search?q=Tuo%20Zhang"> Tuo Zhang</a>, <a href="https://publications.waset.org/search?q=Tatsuma%20Kurogi"> Tatsuma Kurogi</a>, <a href="https://publications.waset.org/search?q=Takao%20Ito"> Takao Ito</a>, <a href="https://publications.waset.org/search?q=Tsunehiro%20Yoshinaga"> Tsunehiro Yoshinaga</a>, <a href="https://publications.waset.org/search?q=Satoshi%20Ikeda"> Satoshi Ikeda</a>, <a href="https://publications.waset.org/search?q=Masahiro%20Yokomichi"> Masahiro Yokomichi</a>, <a href="https://publications.waset.org/search?q=Hiroshi%20Furutani"> Hiroshi Furutani</a> </p> <p class="card-text"><strong>Abstract:</strong></p> This paper presents a four-dimensional computational model, k-neighborhood template A-type three-dimensional bounded cellular acceptor (abbreviated as A-3BCA(k)), and discusses the hierarchical properties. An A-3BCA(k) is a four-dimensional automaton which consists of a pair of a converter and a configuration-reader. The former converts the given four-dimensional tape to the three- and two- dimensional configuration and the latter determines the acceptance or nonacceptance of given four-dimensional tape whether or not the derived two-dimensional configuration is accepted. We mainly investigate the difference of the accepting power based on the difference of the configuration-reader. It is shown that the difference of the accepting power of the configuration-reader tends to affect directly that of the A-3BCA(k) for the case when the converter is deterministic. On the other hand, results are not analogous for the nondeterministic case. <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Cellular%20acceptor" title="Cellular acceptor">Cellular acceptor</a>, <a href="https://publications.waset.org/search?q=configuration-reader" title=" configuration-reader"> configuration-reader</a>, <a href="https://publications.waset.org/search?q=converter" title=" converter"> converter</a>, <a href="https://publications.waset.org/search?q=finite%20automaton" title=" finite automaton"> finite automaton</a>, <a href="https://publications.waset.org/search?q=four-dimension" title=" four-dimension"> four-dimension</a>, <a href="https://publications.waset.org/search?q=on-line%20tessellation%20acceptor" title=" on-line tessellation acceptor"> on-line tessellation acceptor</a>, <a href="https://publications.waset.org/search?q=parallel%2Fsequential%20array%20acceptor" title=" parallel/sequential array acceptor"> parallel/sequential array acceptor</a>, <a href="https://publications.waset.org/search?q=turing%20machine." title=" turing machine."> turing machine.</a> </p> <a href="https://publications.waset.org/10004703/k-neighborhood-template-a-type-three-dimensional-bounded-cellular-acceptor" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/10004703/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/10004703/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/10004703/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/10004703/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/10004703/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/10004703/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/10004703/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/10004703/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/10004703/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/10004703/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/10004703.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1510</span> </span> </div> </div> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">4</span> Hybrid Model Based on Artificial Immune System and Cellular Automata</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Ramin%20Javadzadeh">Ramin Javadzadeh</a>, <a href="https://publications.waset.org/search?q=Zahra%20Afsahi"> Zahra Afsahi</a>, <a href="https://publications.waset.org/search?q=MohammadReza%20Meybodi"> MohammadReza Meybodi</a> </p> <p class="card-text"><strong>Abstract:</strong></p> The hybridization of artificial immune system with cellular automata (CA-AIS) is a novel method. In this hybrid model, the cellular automaton within each cell deploys the artificial immune system algorithm under optimization context in order to increase its fitness by using its neighbor-s efforts. The hybrid model CA-AIS is introduced to fix the standard artificial immune system-s weaknesses. The credibility of the proposed approach is evaluated by simulations and it shows that the proposed approach achieves better results compared to standard artificial immune system. <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Artificial%20Immune%20System" title="Artificial Immune System">Artificial Immune System</a>, <a href="https://publications.waset.org/search?q=Cellular%20Automat" title=" Cellular Automat"> Cellular Automat</a>, <a href="https://publications.waset.org/search?q=neighborhood" title="neighborhood">neighborhood</a> </p> <a href="https://publications.waset.org/14386/hybrid-model-based-on-artificial-immune-system-and-cellular-automata" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/14386/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/14386/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/14386/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/14386/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/14386/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/14386/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/14386/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/14386/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/14386/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/14386/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/14386.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1603</span> </span> </div> </div> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">3</span> Neuron-Based Control Mechanisms for a Robotic Arm and Hand</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Nishant%20Singh">Nishant Singh</a>, <a href="https://publications.waset.org/search?q=Christian%20Huyck"> Christian Huyck</a>, <a href="https://publications.waset.org/search?q=Vaibhav%20Gandhi"> Vaibhav Gandhi</a>, <a href="https://publications.waset.org/search?q=Alexander%20Jones"> Alexander Jones</a> </p> <p class="card-text"><strong>Abstract:</strong></p> A robotic arm and hand controlled by simulated neurons is presented. The robot makes use of a biological neuron simulator using a point neural model. The neurons and synapses are organised to create a finite state automaton including neural inputs from sensors, and outputs to effectors. The robot performs a simple pick-and-place task. This work is a proof of concept study for a longer term approach. It is hoped that further work will lead to more effective and flexible robots. As another benefit, it is hoped that further work will also lead to a better understanding of human and other animal neural processing, particularly for physical motion. This is a multidisciplinary approach combining cognitive neuroscience, robotics, and psychology. <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Robot" title="Robot">Robot</a>, <a href="https://publications.waset.org/search?q=neuron" title=" neuron"> neuron</a>, <a href="https://publications.waset.org/search?q=cell%20assembly" title=" cell assembly"> cell assembly</a>, <a href="https://publications.waset.org/search?q=spiking%20neuron" title=" spiking neuron"> spiking neuron</a>, <a href="https://publications.waset.org/search?q=force%0D%0Asensitive%20resistor." title=" force sensitive resistor."> force sensitive resistor.</a> </p> <a href="https://publications.waset.org/10006430/neuron-based-control-mechanisms-for-a-robotic-arm-and-hand" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/10006430/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/10006430/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/10006430/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/10006430/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/10006430/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/10006430/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/10006430/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/10006430/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/10006430/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/10006430/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/10006430.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1975</span> </span> </div> </div> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">2</span> Automata Theory Approach for Solving Frequent Pattern Discovery Problems</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Ren%C3%A1ta%20Iv%C3%A1ncsy">Ren谩ta Iv谩ncsy</a>, <a href="https://publications.waset.org/search?q=Istv%C3%A1n%20Vajk"> Istv谩n Vajk</a> </p> <p class="card-text"><strong>Abstract:</strong></p> The various types of frequent pattern discovery problem, namely, the frequent itemset, sequence and graph mining problems are solved in different ways which are, however, in certain aspects similar. The main approach of discovering such patterns can be classified into two main classes, namely, in the class of the levelwise methods and in that of the database projection-based methods. The level-wise algorithms use in general clever indexing structures for discovering the patterns. In this paper a new approach is proposed for discovering frequent sequences and tree-like patterns efficiently that is based on the level-wise issue. Because the level-wise algorithms spend a lot of time for the subpattern testing problem, the new approach introduces the idea of using automaton theory to solve this problem. <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Frequent%20pattern%20discovery" title="Frequent pattern discovery">Frequent pattern discovery</a>, <a href="https://publications.waset.org/search?q=graph%20mining" title=" graph mining"> graph mining</a>, <a href="https://publications.waset.org/search?q=pushdownautomaton" title=" pushdownautomaton"> pushdownautomaton</a>, <a href="https://publications.waset.org/search?q=sequence%20mining" title=" sequence mining"> sequence mining</a>, <a href="https://publications.waset.org/search?q=state%20machine" title=" state machine"> state machine</a>, <a href="https://publications.waset.org/search?q=tree%20mining." title=" tree mining."> tree mining.</a> </p> <a href="https://publications.waset.org/15387/automata-theory-approach-for-solving-frequent-pattern-discovery-problems" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/15387/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a href="https://publications.waset.org/15387/bibtex" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">BibTeX</a> <a href="https://publications.waset.org/15387/chicago" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Chicago</a> <a href="https://publications.waset.org/15387/endnote" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">EndNote</a> <a href="https://publications.waset.org/15387/harvard" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">Harvard</a> <a href="https://publications.waset.org/15387/json" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">JSON</a> <a href="https://publications.waset.org/15387/mla" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">MLA</a> <a href="https://publications.waset.org/15387/ris" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">RIS</a> <a href="https://publications.waset.org/15387/xml" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">XML</a> <a href="https://publications.waset.org/15387/iso690" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">ISO 690</a> <a href="https://publications.waset.org/15387.pdf" target="_blank" class="btn btn-primary btn-sm">PDF</a> <span class="bg-info text-light px-1 py-1 float-right rounded"> Downloads <span class="badge badge-light">1628</span> </span> </div> </div> <div class="card publication-listing mb-3 mt-3"> <h5 class="card-header" style="font-size:.9rem"><span class="badge badge-info">1</span> Statistical Models of Network Traffic</h5> <div class="card-body"> <p class="card-text"><strong>Authors:</strong> <a href="https://publications.waset.org/search?q=Barath%20Kumar">Barath Kumar</a>, <a href="https://publications.waset.org/search?q=Oliver%20Niggemann"> Oliver Niggemann</a>, <a href="https://publications.waset.org/search?q=Juergen%20Jasperneite"> Juergen Jasperneite</a> </p> <p class="card-text"><strong>Abstract:</strong></p> Model-based approaches have been applied successfully to a wide range of tasks such as specification, simulation, testing, and diagnosis. But one bottleneck often prevents the introduction of these ideas: Manual modeling is a non-trivial, time-consuming task. Automatically deriving models by observing and analyzing running systems is one possible way to amend this bottleneck. To derive a model automatically, some a-priori knowledge about the model structure鈥搃.e. about the system鈥搈ust exist. Such a model formalism would be used as follows: (i) By observing the network traffic, a model of the long-term system behavior could be generated automatically, (ii) Test vectors can be generated from the model, (iii) While the system is running, the model could be used to diagnose non-normal system behavior. The main contribution of this paper is the introduction of a model formalism called 'probabilistic regression automaton' suitable for the tasks mentioned above. <p class="card-text"><strong>Keywords:</strong> <a href="https://publications.waset.org/search?q=Model-based%20approach" title="Model-based approach">Model-based approach</a>, <a href="https://publications.waset.org/search?q=Probabilistic%20regression%20automata" title=" Probabilistic regression automata"> Probabilistic regression automata</a>, <a href="https://publications.waset.org/search?q=Statistical%20models%20and%20Timed%20automata." title=" Statistical models and Timed automata."> Statistical models and Timed automata.</a> </p> <a href="https://publications.waset.org/1610/statistical-models-of-network-traffic" class="btn btn-primary btn-sm">Procedia</a> <a href="https://publications.waset.org/1610/apa" target="_blank" rel="nofollow" class="btn btn-primary btn-sm">APA</a> <a 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