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Дисертації з теми "ID3 Algorithm"

Автор: Grafiati

Опубліковано: 3 червня 2025

Оновлено: 31 липня 2025

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1

Starefors, Henrik, and Rasmus Persson. "MLID : A multilabelextension of the ID3 algorithm." Thesis, Blekinge Tekniska Högskola, Institutionen för programvaruteknik, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:bth-13667.

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AbstractMachine learning is a subfield within artificial intelligence that revolves around constructingalgorithms that can learn from, and make predictions on data. Instead of following strict andstatic instruction, the system operates by adapting and learning from input data in order tomake predictions and decisions. This work will focus on a subcategory of machine learningcalled “MultilabelClassification”, which is the concept of where items introduced to thesystem is categorized by an analytical model, learned through supervised learning, whereeach instance of the dataset can belong to mult

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2

Kaur, Harpreet. "Algorithms for solving the Rubik's cube : A study of how to solve the Rubik's cube using two famous approaches: The Thistlewaite's algorithm and IDA* algorithm." Thesis, KTH, Skolan för datavetenskap och kommunikation (CSC), 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-168427.

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There are different computational algorithms for solving the Rubik's cube, such as Thistlewaite's algorithm, Kociemba's algorithm and IDA* algorithm. This thesis evaluates the efficiency of two algorithms by analyzing time, performance and how many moves are required to solve the Rubik's cube. The results show that the Thistlewaite's algorithm is less efficient than the IDA* algorithm based on time and performance. The paper attempts to answer which algorithm is more efficient for solving the Rubik's cube. It is importation to mention that this report could not prove which algorithm is most ef

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3

Dementiev, Roman. "Algorithm engineering for large data sets : hardware, software, algorithms /." Saarbrücken : VDM-Verl. Dr. Müller, 2007. http://deposit.d-nb.de/cgi-bin/dokserv?id=3029033&prov=M&dok_var=1&dok_ext=htm.

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4

Sanz, Aceituno Angel Luis. "Control algorithms for energy savings in irregularly occupied buildings." Thesis, Högskolan i Gävle, Avdelningen för bygg- energi- och miljöteknik, 2013. http://urn.kb.se/resolve?urn=urn:nbn:se:hig:diva-15155.

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The Heating, Ventilation and Air Conditioning (HVAC) systems are nowadays in almost every new building, develop or improve better control strategies for them is very common, looking to have more energy efficiency and require less input parameters from the user. In this project, new control strategies based in previous theory models has been used with a new approach in order to find a good solution for irregular occupied spaces. In this new approach a feed-forward filter with a fixed preheating time, using an algorithm based on an identified model, calculates how much degrees the temperature ro

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5

Abu-halaweh, Nael Mohammed. "Integrating Information Theory Measures and a Novel Rule-Set-Reduction Tech-nique to Improve Fuzzy Decision Tree Induction Algorithms." Digital Archive @ GSU, 2009. http://digitalarchive.gsu.edu/cs_diss/48.

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Machine learning approaches have been successfully applied to many classification and prediction problems. One of the most popular machine learning approaches is decision trees. A main advantage of decision trees is the clarity of the decision model they produce. The ID3 algorithm proposed by Quinlan forms the basis for many of the decision trees’ application. Trees produced by ID3 are sensitive to small perturbations in training data. To overcome this problem and to handle data uncertainties and spurious precision in data, fuzzy ID3 integrated fuzzy set theory and ideas from fuzzy logic with

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6

Chen, Hsinchun, Ganesan Shankaranarayanan, Linlin She, and Anand Iyer. "A Machine Learning Approach to Inductive Query by Examples: An Experiment Using Relevance Feedback, ID3, Genetic Algorithms, and Simulated Annealing." Wiley Periodicals, Inc, 1998. http://hdl.handle.net/10150/106135.

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Artificial Intelligence Lab, Department of MIS, University of Arizona<br>Information retrieval using probabilistic techniques has attracted significant attention on the part of researchers in information and computer science over the past few decades. In the 1980s, knowledge-based techniques also made an impressive contribution to â â intelligentâ â information retrieval and indexing. More recently, information science researchers have turned to other newer inductive learning techniques including symbolic learning, genetic algorithms, and simulated annealing. These newer techniques, whi

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7

Salazar, Catalina Higuita. "Seleção de fornecedores de serviço de transporte utilizando leilão combinatório de compras: adaptação e aplicação do algoritmo Iterative Deepening Search A* (IDA*)." Universidade de São Paulo, 2011. http://www.teses.usp.br/teses/disponiveis/3/3136/tde-22032012-121046/.

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A seleção de fornecedores de transporte é um desafio cada vez maior. O crescimento da rede de clientes a ser coberta demanda uma alocação eficiente em termos de custo não suprida por mecanismos tradicionais de negociação. Neste âmbito, o leilão combinatório torna-se uma alternativa de negociação ao permitir capturar sinergias entre os trajetos que devem ser atendidos. Em conseqüência disso, diminui-se o custo de transporte do fornecedor que se reflete nos menores preços de suas propostas e finalmente no custo total de compra do serviço. Por outro lado, esta decisão envolve fatores além do cust

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8

Stamm, Thomas J., Carina Rampp, Katja Wiethoff, et al. "The FKBP5 polymorphism rs1360780 influences the effect of an algorithm-based antidepressant treatment and is associated with remission in patients with major depression." Sage, 2016. https://tud.qucosa.de/id/qucosa%3A35633.

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Objective: The FKBP5-gene influences the HPA-system by modulating the sensitivity of the glucocorticoid receptor (GR). The polymorphism rs1360780 has been associated with response in studies with heterogeneous antidepressant treatment. In contrast, several antidepressant studies with standardized antidepressant treatment could not detect this effect. We therefore compared patients with standardized vs naturalistic antidepressant treatment to (a) investigate a possible interaction between FKBP5-genotype and treatment mode and (b) replicate the effect of the FKBP5-genotype on antidepressant trea

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9

Hable, Matthias. "Beitrag zur Energieeinsatzoptimierung mit evolutionären Algorithmen in lokalen Energiesystemen mit kombinierter Nutzung von Wärme- und Elektroenergie." Doctoral thesis, Technische Universität Dresden, 2004. https://tud.qucosa.de/id/qucosa%3A24496.

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Decentralised power systems with a high portion of power generated from renewable energy sources and cogeneration units (CHP) are emerging worldwide. Optimising the energy usage of such systems is a difficult task as the stochastic fluctuations of generation from renewable sources, the coupling of electrical and thermal power generation by CHP and the time dependence of necessary storage devices require new approaches. Evolutionary algorithms are able to solve the optimisation task of the energy management. They use the principles of erroneous replication and cumulative selection that can be o

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10

Zschiegner, Stephan, Stefanie Russ, Armin Bunde, and Jörg Kärger. "Cube-based diffusion algorithm." Diffusion fundamentals 4 (2007) 13, S. 1-8, 2007. https://ul.qucosa.de/id/qucosa%3A14287.

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We study molecular diffusion in (linear) nanopores with different types of roughness in the so-called Knudsen regime. Knudsen diffusion represents the limiting case of molecular diffusion in pores, where mutual encounters of the molecules within the free pore space may be neglected and the time of flight between subsequent collisions with the pore walls significantly exceeds the interaction time between the pore walls and the molecules. In this paper we present in full detail the algorithm, which we used in our previous studies, where we showed complete equivalence of self- (or tracer-) and tr

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11

Pelevin, Dmitrii. "Research of methods and algorithms of insider detection in a computer network using machine learning technologies." Thesis, Blekinge Tekniska Högskola, Institutionen för datavetenskap, 2021. http://urn.kb.se/resolve?urn=urn:nbn:se:bth-21877.

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Background. Security Information and Event Management (SIEM) systems today are sophisticated sets of software packages combined with hardware platforms, which can perform real-time analysis on security events and can respond to them before potential damage due to the actions of intruders. A huge number of systems rely on the continuous transmission of data through computer networks. Nowadays it is difficult to imagine a sphere of human activity that would not be affected by information technologies and would not use computer networks. Along with the means of protecting information, the technol

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12

Peuker, Sibylle. "Halbordnungsbasierte Verfeinerung zur Verifikation verteilter Algorithmen." Doctoral thesis, [S.l. : s.n.], 2001. http://deposit.ddb.de/cgi-bin/dokserv?idn=962820733.

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13

Mach, Thomas. "Eigenvalue Algorithms for Symmetric Hierarchical Matrices." Doctoral thesis, Max Planck Institute for Dynamics of Complex Technical Systems, 2011. https://monarch.qucosa.de/id/qucosa%3A19684.

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This thesis is on the numerical computation of eigenvalues of symmetric hierarchical matrices. The numerical algorithms used for this computation are derivations of the LR Cholesky algorithm, the preconditioned inverse iteration, and a bisection method based on LDLT factorizations. The investigation of QR decompositions for H-matrices leads to a new QR decomposition. It has some properties that are superior to the existing ones, which is shown by experiments using the HQR decompositions to build a QR (eigenvalue) algorithm for H-matrices does not progress to a more efficient algorithm than th

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14

Mohan, Anoop. "Confidential and Resilient Store of Persistent Web Objects." Scholarly Repository, 2009. http://scholarlyrepository.miami.edu/oa_theses/190.

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Persistent and secure store for web objects is an attractive feature in today?s web world and possess a good potential for exploration. Persistence of a storage mechanism refers to its ability to store an object for extremely long time periods. Resilience refers to its fault tolerance ability or its ability to retrieve the object completely even if a part of that object is lost due to any catastrophic failures like disk failure. It is also important that this storage mechanism is able to store this object in a secure manner. In the current world, usability of any storage mechanism is enhanced

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15

Preußer, Thomas B., and Steffen Köhler. "Discrete Fractional Clock Generation for Systems-on-FPGA." Technische Universität Dresden, 2005. https://tud.qucosa.de/id/qucosa%3A26196.

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This article describes an inexpensive way of clock generation for FPGA-based circuit cores, which reduces the number of external clock sources and eases synchronization problems. We introduce a modified version of the BRESENHAM line drawing algorithm and use it outside its original application domain for the rational division of clocks. An optimized hardware design for BRESENHAM-based clock division is presented and the quality of its output is evaluated. The optimal initialization conditions in terms of phase shift and jitter are identified and formally proven. Finally, the complexity charact

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16

Vesper, Tobias. "Petrinetze zum Entwurf selbststabilisierender Algorithmen." Doctoral thesis, [S.l. : s.n.], 2000. http://deposit.ddb.de/cgi-bin/dokserv?idn=961806273.

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17

Reimann, Axel. "Evolutionary algorithms and optimization." Doctoral thesis, [S.l. : s.n.], 2002. http://deposit.ddb.de/cgi-bin/dokserv?idn=969093497.

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18

Jones, Omar. "DESIGN AND DEVELOPMENT OF AN EMBEDDED DC MOTOR CONTROLLER USING A PID ALGORITHM." Thesis, Linköping University, Electronics System, 2010. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-58947.

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<p>This project was held at London South Bank University in the UK, with corporation with staff from Linköping University in Sweden as Bachelor thesis.</p><p>This report will guide you through the used techniques in order to achieve a successful cooler/Fan project with a minimum budget and good energy saving methods.</p><p>The steps of setting the used software and components are supported with figures and diagrams. You will find full explanation of the used components and mathematics, in additional to a complete working code.</p>

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19

Schubert, Daniel. "A multivariate adaptive trimmed likelihood algorithm." Thesis, Schubert, Daniel (2005) A multivariate adaptive trimmed likelihood algorithm. PhD thesis, Murdoch University, 2005. https://researchrepository.murdoch.edu.au/id/eprint/295/.

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The research reported in this thesis describes a new algorithm which can be used to robustify statistical estimates adaptively. The algorithm does not require any pre-specified cut-off value between inlying and outlying regions and there is no presumption of any cluster configuration. This new algorithm adapts to any particular sample and may advise the trimming of a certain proportion of data considered extraneous or may divulge the structure of a multi-modal data set. Its adaptive quality also allows for the confirmation that uni-modal, multivariate normal data sets are outlier free. It is a

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20

Rössling, Guido. "Animal-Farm an extensible framework for algorithm visualization /." [S.l.] : [s.n.], 2002. http://deposit.ddb.de/cgi-bin/dokserv?idn=964487799.

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21

Rolf, Daniel. "Algorithms for the satisfiability problem." Doctoral thesis, [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=982636849.

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22

Stadtherr, Hans. "Work efficient parallel scheduling algorithms." [S.l. : s.n.], 1998. http://deposit.ddb.de/cgi-bin/dokserv?idn=962681369.

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23

Che, Zainal Abidin Nik Mohd Farid. "Hybridisation of Bees Algorithm for continuous optimisation." Thesis, University of Birmingham, 2018. http://etheses.bham.ac.uk//id/eprint/8240/.

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This research introduces two different methods that are Levy Flight and Hooke and Jeeves to the Bees Algorithm with the aim of improving the convergence speed and its robustness. Both methods are incorporated to the Bees Algorithm at neighbourhood search of the elite bees since that particular locations are the most promising area during optimisation process. Each Bees Algorithm and the newly incorporated method with thirteen different parameter settings are subjected to fifteen different benchmark test functions. These benchmark test functions are represented with different characteristics in

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24

Francis, Kimberley. "Optimisation of distributed generation using simplex algorithm." Thesis, Francis, Kimberley (2014) Optimisation of distributed generation using simplex algorithm. Other thesis, Murdoch University, 2014. https://researchrepository.murdoch.edu.au/id/eprint/24192/.

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Анотація:

The traditional centralised power grid was based upon the concept that central power sources would feed power through the transmission system and then the distribution system where the power would be utilised by the connected loads (ITP 2010). The concept of the traditional power grid is changing with the increasing connection of distributed generation (DG) or embedded generation sources (Jenkins, et al. 2010). Grid controls and operations need to be redesigned for DG sources which introduce conditions, such as voltage rise and reverse power flow, for which a grid may not have been designe

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25

Maskey, Anuj. "Battery energy storage system control algorithm design." Thesis, Maskey, Anuj (2019) Battery energy storage system control algorithm design. Honours thesis, Murdoch University, 2019. https://researchrepository.murdoch.edu.au/id/eprint/52653/.

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Microgrid is based on smaller decentralised low voltage system with the use of modern power technology puts different types of Distributed Energy sources solar power, wind power, and energy storage devices together, improving the electrical supply reliability, reducing the feeder loss and ensures the stability of the voltage. The current trend of incorporating energy storage devices in the microgrid is aimed to mitigate the power imbalance and improve the electrical supply reliability. The thesis uses Kalbarri, Western Australia as a case study site with an aim to investigate the appropriate b

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26

Frese, Udo. "An O(log n) algorithm for simultaneous localization and mapping of mobile robots in indoor environments Ein O(log n)-Algorithmus für gleichzeitige Lokalisierung und Kartierung mobiler Roboter in Innenräumen /." [S.l. : s.n.], 2004. http://deposit.ddb.de/cgi-bin/dokserv?idn=972029516.

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27

Vogt, Paul E. "An adaptive multi-scene correlation algorithm." Master's thesis, University of Central Florida, 1988. http://digital.library.ucf.edu/cdm/ref/collection/RTD/id/76421.

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University of Central Florida College of Engineering Thesis<br>Digital scene matching algorithms have been used in both military and commercial image processing systems for years. The trend toward using multiple sensors in military imaging systems has generated anew interest in real time techniques to accomplish sensor fusion tasks such as field of view alignment. This thesis analyzes methods presently in use and intorduces a novel algorithm that improves scene correlation performance. The focus of the new technique is in the segmentation area, where significant features are extracted from

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28

Wu, Bixia. "Entwurf und Verifikation von Petrinetzmodellen verteilter Algorithmen durch Verfeinerung unverteilter Algorithmen." Doctoral thesis, [S.l.] : [s.n.], 2007. http://deposit.ddb.de/cgi-bin/dokserv?idn=985379324.

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29

Pesavento, Marius. "Fast algorithms for multidimensional harmonic retrieval." [S.l.] : [s.n.], 2005. http://deposit.ddb.de/cgi-bin/dokserv?idn=975415328.

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30

Frahling, Gereon. "Algorithms for dynamic geometric data streams." [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=983438439.

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31

Salzwedel, Kay A. "Data distribution algorithms for storage networks." [S.l. : s.n.], 2004. http://deposit.ddb.de/cgi-bin/dokserv?idn=972387013.

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32

Schmollinger, Martin. "Designing parallel algorithms for SMP clusters." [S.l. : s.n.], 2003. http://deposit.ddb.de/cgi-bin/dokserv?idn=969343841.

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33

Rhodes, Daniel Thomas. "Hardware accelerated computer graphics algorithms." Thesis, Nottingham Trent University, 2008. http://irep.ntu.ac.uk/id/eprint/201/.

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The advent of shaders in the latest generations of graphics hardware, which has made consumer level graphics hardware partially programmable, makes now an ideal time to investigate new graphical techniques and algorithms as well as attempting to improve upon existing ones. This work looks at areas of current interest within the graphics community such as Texture Filtering, Bump Mapping and Depth of Field simulation. These are all areas which have enjoyed much interest over the history of computer graphics but which provide a great deal of scope for further investigation in the light of recent

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34

Thimm, Martin. "Algorithmen im Wirkstoffdesign." Doctoral thesis, [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=979086183.

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35

Johnson, Jared. "Algorithms for Rendering Optimization." Doctoral diss., University of Central Florida, 2012. http://digital.library.ucf.edu/cdm/ref/collection/ETD/id/5329.

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This dissertation explores algorithms for rendering optimization realizable within a modern, complex rendering engine. The first part contains optimized rendering algorithms for ray tracing. Ray tracing algorithms typically provide properties of simplicity and robustness that are highly desirable in computer graphics. We offer several novel contributions to the problem of interactive ray tracing of complex lighting environments. We focus on the problem of maintaining interactivity as both geometric and lighting complexity grows without effecting the simplicity or robustness of ray tracing. Fir

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36

Al, Tobi Amjad Mohamed. "Anomaly-based network intrusion detection enhancement by prediction threshold adaptation of binary classification models." Thesis, University of St Andrews, 2018. http://hdl.handle.net/10023/17050.

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Network traffic exhibits a high level of variability over short periods of time. This variability impacts negatively on the performance (accuracy) of anomaly-based network Intrusion Detection Systems (IDS) that are built using predictive models in a batch-learning setup. This thesis investigates how adapting the discriminating threshold of model predictions, specifically to the evaluated traffic, improves the detection rates of these Intrusion Detection models. Specifically, this thesis studied the adaptability features of three well known Machine Learning algorithms: C5.0, Random Forest, and

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37

Kaltenbach, Hans-Michael. "Statistics and algorithms for peptide mass fingerprinting." [S.l.] : [s.n.], 2007. http://deposit.ddb.de/cgi-bin/dokserv?idn=983903395.

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38

Mahmood, Qazafi. "LC - an effective classification based association rule mining algorithm." Thesis, University of Huddersfield, 2014. http://eprints.hud.ac.uk/id/eprint/24274/.

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Classification using association rules is a research field in data mining that primarily uses association rule discovery techniques in classification benchmarks. It has been confirmed by many research studies in the literature that classification using association tends to generate more predictive classification systems than traditional classification data mining techniques like probabilistic, statistical and decision tree. In this thesis, we introduce a novel data mining algorithm based on classification using association called “Looking at the Class” (LC), which can be used in for mining a r

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39

Kamaruddin, Shafie. "Improved versions of the bees algorithm for global optimisation." Thesis, University of Birmingham, 2018. http://etheses.bham.ac.uk//id/eprint/8110/.

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This research focuses on swarm-based optimisation algorithms, specifically the Bees Algorithm. The Bees Algorithm was inspired by the foraging behaviour of honey bees in nature. It employs a combination of exploration and exploitation to find the solutions of optimisation problems. This thesis presents three improved versions of the Bees Algorithm aimed at speeding up its operation and facilitating the location of the global optimum. For the first improvement, an algorithm referred to as the Nelder and Mead Bees Algorithm (NMBA) was developed to provide a guiding direction during the neighbour

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40

Kamsani, Silah Hayati. "Improvements on the bees algorithm for continuous optimisation problems." Thesis, University of Birmingham, 2016. http://etheses.bham.ac.uk//id/eprint/6992/.

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This work focuses on the improvements of the Bees Algorithm in order to enhance the algorithm’s performance especially in terms of convergence rate. For the first enhancement, a pseudo-gradient Bees Algorithm (PG-BA) compares the fitness as well as the position of previous and current bees so that the best bees in each patch are appropriately guided towards a better search direction after each consecutive cycle. This method eliminates the need to differentiate the objective function which is unlike the typical gradient search method. The improved algorithm is subjected to several numerical ben

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41

Preußer, Thomas B. "Background of the Analysis of a Fully-Scalable Digital Fractional Clock Divider." Technische Universität Dresden, 2006. https://tud.qucosa.de/id/qucosa%3A26194.

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It was previously shown that the BRESENHAM algorithm is well-suited for digital fractional clock generation. Specifically, it proved to be the optimal approximation of a desired clock in terms of the switching edges provided by an available reference clock. Moreover, some synthesis results for hardwired dividers on Altera FPGAs showed that this technique for clock division achieves a high performance often at or close to the maximum frequency supported by the devices for moderate bit widths of up to 16 bits. This paper extends the investigations on the clock division by the BRESENHAM algorithm

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42

Nguyen, Trung Thanh. "Continuous dynamic optimisation using evolutionary algorithms." Thesis, University of Birmingham, 2011. http://etheses.bham.ac.uk//id/eprint/1296/.

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Evolutionary dynamic optimisation (EDO), or the study of applying evolutionary algorithms to dynamic optimisation problems (DOPs) is the focus of this thesis. Based on two comprehensive literature reviews on existing academic EDO research and real-world DOPs, this thesis for the first time identifies some important gaps in current academic research where some common types of problems and problem characteristics have not been covered. In an attempt to close some of these gaps, the thesis makes the following contributions: First, the thesis helps to characterise DOPs better by providing a new de

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43

Möller, Mark. "A hybrid algorithm for the simulation of biochemical reactions and diffusion." [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=982994052.

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44

Gill, Jennifer. "AN INVERSE ALGORITHM TO ESTIMATE THERMAL CONTACT RESISTANCE." Master's thesis, University of Central Florida, 2005. http://digital.library.ucf.edu/cdm/ref/collection/ETD/id/2546.

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Thermal systems often feature composite regions that are mechanically mated. In general, there exists a significant temperature drop across the interface between such regions which may be composed of similar or different materials. The parameter characterizing this temperature drop is the thermal contact resistance, which is defined as the ratio of the temperature drop to the heat flux normal to the interface. The thermal contact resistance is due to roughness effects between mating surfaces which cause certain regions of the mating surfaces to loose contact thereby creating gaps. In these gap

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45

Eskandari, Hamidreza. "MULTIOBJECTIVE SIMULATION OPTIMIZATION USING ENHANCED EVOLUTIONARY ALGORITHM APPROACHES." Doctoral diss., University of Central Florida, 2006. http://digital.library.ucf.edu/cdm/ref/collection/ETD/id/3984.

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In today's competitive business environment, a firm's ability to make the correct, critical decisions can be translated into a great competitive advantage. Most of these critical real-world decisions involve the optimization not only of multiple objectives simultaneously, but also conflicting objectives, where improving one objective may degrade the performance of one or more of the other objectives. Traditional approaches for solving multiobjective optimization problems typically try to scalarize the multiple objectives into a single objective. This transforms the original multiple optimizati

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46

Nerger, Lars. "Parallel filter algorithms for data assimilation in oceanography." [S.l.] : [s.n.], 2004. http://deposit.ddb.de/cgi-bin/dokserv?idn=975524844.

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Kamphans, Thomas. "Models and algorithms for online exploration and search." [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=980408121.

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Höns, Robin. "Estimation of distribution algorithms and minimum relative entropy." [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=980407877.

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Terzija, Nataša. "Robust digital image watermarking algorithms for copyright protection." [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=982382553.

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50

Wotzlaw, Andreas. "Scheduling unrelated parallel machines algorithms, complexity, and performance /." [S.l.] : [s.n.], 2006. http://deposit.ddb.de/cgi-bin/dokserv?idn=983438102.

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