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Supporting agent-oriented software engineering for data mining enhanced agent development

Supporting agent-oriented software engineering for data mini...

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8th International Workshop on Agents and Data Mining Interaction, ADMI 2012

作者： Symeonidis, Andreas L. Toulis, Panagiotis Mitkas, Pericles A. Electrical and Computer Engineering Department Aristotle University of Thessaloniki Greece Informatics and Telematics Institute CERTH Thessaloniki Greece Department of Statistics Harvard University Boston MA United States

ISBN: (纸本)9783642362873

The emergence of Multi-Agent systems as a software paradigm that most suitably fits all types of problems and architectures is already experiencing significant revisions. A more consistent approach on agent programming, and the adoption of Software engineering standards has indicated the pros and cons of Agent Technology and has limited the scope of the, once considered, programming 'panacea'. Nowadays, the most active area of agent development is by far that of intelligent agent systems, where learning, adaptation, and knowledge extraction are at the core of the related research effort. Discussing knowledge extraction, data mining, once infamous for its application on bank processing and intelligence agencies, has become an unmatched enabling technology for intelligent systems. Naturally enough, a fruitful synergy of the aforementioned technologies has already been proposed that would combine the benefits of both worlds and would offer computer scientists with new tools in their effort to build more sophisticated software systems. Current work discusses Agent Academy, an agent toolkit that supports: a) rapid agent application development and, b) dynamic incorporation of knowledge extracted by the use of data mining techniques into agent behaviors in an as much untroubled manner as possible. © 2013 Springer-Verlag.

关键词： Data mining

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Autonomous selection of inter-task mappings in transfer learning (extended abstract)

Autonomous selection of inter-task mappings in transfer lear...

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2013 AAAI Spring Symposium

作者： Fachantidis, Anestis Partalas, Ioannis Taylor, Matthew E. Vlahavas, Ioannis Department of Informatics Aristotle University Thessaloniki Greece Laboratoire LIG Université Joseph Fourier France School of Electrical Engineering and Computer Science Washington State University United States

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Reverberation and dereverberation effect on Byzantine chants

Reverberation and dereverberation effect on Byzantine chants

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135th Audio engineering Society Convention 2013

作者： Tsilfidis, Alexandras Papadakos, Charalambos Kokkinis, Elias Chryssochoidis, Georgios Delviniotis, Dimitrios Kouroupetroglou, Georgios Mourjopoulos, John Audio and Acoustic Technology Group Wire Communications Laboratory Electrical and Computer Engineering Department Greece Speech Laboratory Department of Informatics and Telecommunications National and Kapodistrian University of Athens Greece

ISBN: (纸本)9781629935270

Byzantine music is typically monophonic and is characterized by (i) prolonged music phrases and (ii) Byzantine scales that often contain intervals smaller than the Western semitone. As happens with most religious music genres, reverberation is a key element of Byzantine music. Byzantine churches/cathedrals are usually characterized by particularly diffuse fields and very long Reverberation Time (KT) values. In the first part of this work, the perceptual effect of long reverberation on Byzantine music excerpts is investigated. Then, a case where Byzantine music is recorded in non-ideal acoustic conditions is considered. In such scenarios, a sound engineer might require to add artificial reverb on the recordings. Here it is suggested that the step of adding extra reverberation can be preceded by a dereverberation processing to suppress the originally recorded non ideal reverberation. Therefore, in the second part of the paper a subjective test is presented that evaluates the above sound engineering scenario.

关键词： Reverberation

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GPU accelerated maximum cardinality matching algorithms for bipartite graphs

GPU accelerated maximum cardinality matching algorithms for ...

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19th International Conference on Parallel Processing, Euro-Par 2013

作者： Deveci, Mehmet Kaya, Kamer Uçar, Bora Çatalyürek, Ümit V. Dept. of Biomedical Informatics Ohio State University United States Dept. of Computer Science and Engineering Ohio State University United States CNRS LIP ENS Lyon France Dept. of Electrical and Computer Engineering Ohio State University United States

ISBN: (纸本)9783642400469

We design, implement, and evaluate GPU-based algorithms for the maximum cardinality matching problem in bipartite graphs. Such algorithms have a variety of applications in computer science, scientific computing, bioinformatics, and other areas. To the best of our knowledge, ours is the first study which focuses on the GPU implementation of the maximum cardinality matching algorithms. We compare the proposed algorithms with serial and multicore implementations from the literature on a large set of real-life problems where in majority of the cases one of our GPU-accelerated algorithms is demonstrated to be faster than both the sequential and multicore implementations. © 2013 Springer-Verlag.

关键词： Graphics processing unit

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AI-based Low Computational Power Actuator/Sensor Fault Detection Applied on a MAGLEV Suspension

AI-based Low Computational Power Actuator/Sensor Fault Detec...

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Mediterranean Conference on Control & Automation

作者： Konstantinos Michail Kyriakos M. Deliparaschos Spyros G. Tzafestas Argyrios C. Zolotas Department of Mechanical Engineering and Materials Science and Engineering Cyprus University of Technology Department of Electrical and Computer Engineering and Informatics Cyprus University of Technology School of Electrical and Computer Engineering National Technical University of Athens School of Engineering and Informatics University of Sussex

ISBN: (纸本)9781479909964

A low computational power method is proposed for detecting actuators/sensors faults. Typical model-based fault detection units for multiple sensor faults, require a bank of observers (these can be either conventional observers of artificial intelligence based). The proposed control scheme uses an artificial intelligence approach for the development of the fault detection unit abbreviated as 'iFD'. In contrast with the bank-of-estimators approach, the proposed iFD unit employs a single estimator for multiple sensor fault detection. The efficacy of the scheme is illustrated on an Electromagnetic Suspension system example with a number of sensor fault scenaria.

关键词： Actuators Artificial neural networks Fault detection Suspensions Acceleration Training Energy management

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TEL in teaching and learning programming - International experience

TEL in teaching and learning programming - International exp...

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14th International Conference on computer Systems and Technologies, CompSysTech 2013

作者： Ivanović, Mirjana Bogdanova, Ana Madevska Milašinović, Boris Savić, Miloš Bothe, Klaus Department of Mathematics and Informatics Faculty of Sciences University of Novi Sad Serbia University Ss. Cyril and Methodius Faculty of Computer Science and Engineering Skopje Macedonia University of Zagreb Faculty of Electrical Engineering and Computing Department of Applied Computing Zagreb Croatia Institute of Informatics Humboldt University Berlin Germany

ISBN: (纸本)9781450320214

Some aspects regarding delivering of different programming courses in three institutions from three countries (Serbia, FYR Macedonia and Croatia) are observed in the paper. Courses' profiles and the application of technology enhanced learning are described and compared. An analysis of the approaches and usage of a set of suitable software tools to enhance everyday teaching practice was conducted. At the end of the last school year, students filled-in appropriate questionnaire to provide feedback and their opinion. Results of questionnaire are presented, discussed and a comparative analysis is given. © 2013 ACM.

关键词： Surveys

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A distributed CPU-GPU framework for pairwise alignments on large-scale sequence datasets

A distributed CPU-GPU framework for pairwise alignments on l...

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2013 IEEE 24th International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2013

作者： Li, Da Sajjapongse, Kittisak Truong, Huan Conant, Gavin Becchi, Michela Dept. of Electrical and Computer Engineering University of Missouri United States MU Informatics Institute University of Missouri United States Division of Animal Sciences University of Missouri United States

ISBN: (纸本)9781479904921

Several problems in computational biology require the all-against-all pairwise comparisons of tens of thousands of individual biological sequences. Each such comparison can be performed with the well-known Needleman-Wunsch alignment algorithm. However, with the rapid growth of biological databases, performing all possible comparisons with this algorithm in serial becomes extremely time-consuming. The massive computational power of graphics processing units (GPUs) makes them an appealing choice for accelerating these computations. As such, CPU-GPU clusters can enable all-against-all comparisons on large datasets. In this paper, we present a hybrid MPI-CUDA framework for computing multiple pairwise sequence alignments on CPU-GPU clusters. Our design targets both homogeneous and heterogeneous clusters with nodes characterized by different hardware and computing capabilities. Our framework consists of the following components: a cluster-level dispatcher, a set of node-level dispatchers, and a set of CPU- and GPU-workers. The cluster-level dispatcher progressively distributes work to the compute nodes and aggregates the results. The node-level dispatchers distribute alignment tasks to available CPUs and GPUs and perform dual-buffering to hide data transfers between CPU and GPU. CPU- and GPU-workers perform pairwise sequence alignments using the Needleman-Wunsch algorithm. We propose and evaluate three designs for these GPU workers, all of them outperforming the existing open-source implementation from the Rodinia Benchmark Suite. © 2013 IEEE.

关键词： Graphics processing unit

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TCGA toolbox: An Open web app framework for distributing big data analysis pipelines for cancer genomics 13

TCGA toolbox: An Open web app framework for distributing big...

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2013 4th ACM Conference on Bioinformatics, Computational Biology and Biomedical informatics, ACM-BCB 2013

作者： Robbins, David E. Grüneberg, Alexander Deus, Helena F. Tanik, Murat M. Almeida, Jonas Department of Pathology Division of Informatics University of Alabama Birmingham United States National University of Ireland Galway Ireland Department of Electrical and Computer Engineering University of Alabama Birmingham United States

ISBN: (纸本)9781450324342

The diversity and volume of data generated by the cancer genome atlas (TCGA) has been increasing exponentially, with the number of data files hosted by NHI, currently 3/4 million, doubling every 7 months since January 2010. The proponents have recently developed a browser-based self-updating mechanism to catalog this dynamic big data repository. In this report, that foundation is built upon to devise a web app framework to distribute TCGA analytical pipelines in a manner that can be fully reproducible without the usual requirement for a pre-installed specialized computational statistics environment. The solution found relies exclusively of sandboxed code injection (JavaScript) and on access permission configuration by the browser's app store. This framework was devised with an open architecture such that third party analyses, ideally hosted with web-facing version control in a repository such as GitHub, SourceForge, Bitbucket, or Google Code, can be distributed to the toolbox. The openness of the framework developed is specifically reected by enabling the user to invoke the third party analysis simply by inputing the corresponding URL. Similarly, the toolbox also mediates the ability of the user to then distribute the result of the analysis as a reproducible procedure, also fully invoked as a Universal Resource Locator (URL). Copyright © 2007 by the Association for Computing Machinery.

关键词： Genome

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Optimised Sensor Selection for Control: A Hardware-in-the-Loop Realization on FPGA for an EMS System

Optimised Sensor Selection for Control: A Hardware-in-the-Lo...

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Conference on Control and Fault-Tolerant Systems

作者： Kyriakos M. Deliparaschos Konstantinos Michail Spyros G. Tzafestas Argyrios C. Zolotas Department of Electrical and Computer Engineering and Informatics Cyprus University of Technology Department of Mechanical and Materials Science and Engineering Cyprus University of Technology School of Electrical and Computer Engineering National Technical University of Athens School of Engineering and Informatics University of Sussex

ISBN: (纸本)9781479928569

This paper presents a Hardware-in-the-loop (HIL) approach on a Field Programmable Gate Array (denoted as FPGA-in-the-loop and abbreviated as FIL) for the optimised sensor selection task of controlling a MAGnetic LEVitation (MAGLEV) system. A recently proposed systematic framework for optimised sensor selection for control and fault tolerance is developed in [1]. The framework was validated using realistic simulations on an electromagnetic suspension system. In this work, the sensor selection framework for control, and practical validation of the controller on FPGA (via HIL concept) applied on an electromagnetic suspension are considered.

关键词： Field programmable gate arrays Magnetic levitation HARDWARE IN THE LOOP EMS system Suspension System Photographic film Sensors high intensity lighting Fault tolerance Standing Orders

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Entanglement in a bragg reflectionwaveguide

Entanglement in a bragg reflectionwaveguide

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2014 Conference on Lasers and Electro-Optics, CLEO 2014

作者： Horn, Rolf T. Kolenderski, Piotr Kang, Dongpeng Abolghasem, Payam Helt, L.G. Zhukovsky, Sergei V. Scarcella, Carmelo Frera, Adriano Della Tosi, Alberto Sipe, J.E. Weihs, Gregor Helmy, Amr S. Jennewein, Thomas Institute for Quantum Computing Department of Physics and Astronomy University of Waterloo 200 University Avenue W WaterlooON Canada Institute of Physics Faculty of Physics Astronomy and Informatics Nicolaus Copernicus University Grudziadzka 5 Torun Poland Edward S. Rogers Sr. Department of Electrical and Computer Engineering University of Toronto 10 King's College Road TorontoON Canada Department of Physics University of Toronto 60 St. George St. TorontoON Canada Politecnico di Milano Dipartimento di Elettronica Informazione e Bioingegneria Piazza Leonardo da Vinci 32 Milano Italy Institute for Experimental Physics University of Innsbruck Technikerstrasse 25 Innsbruck Austria

ISBN: (纸本)9781557529992

关键词： Optical components Phase matching Photon polarization Photons Quantum information processing Reflection Nonlinear optics, integrated optics (190.4390) Nonlinear optics, parametric processes (190.4410) Quantum optics (270.0270)

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