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Book or Report Section

Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2014) Conclusions, discussion and future work. In: Pocket Data Mining. Studies in Big Data (2). Springer International Publishing, pp. 95-98. ISBN 9783319027111 doi: https://doi.org/10.1007/978-3-319-02711-1_8

Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2014) Context-aware PDM (Coll-Stream). In: Pocket Data Mining. Studies in Big Data (2). Springer International Publishing, pp. 61-68. ISBN 9783319027111 doi: https://doi.org/10.1007/978-3-319-02711-1_5

Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2014) Experimental validation of context-aware PDM. In: Pocket Data Mining. Studies in Big Data (2). Springer International Publishing, pp. 69-80. ISBN 9783319027111 doi: https://doi.org/10.1007/978-3-319-02711-1_6

Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2014) Implementation of pocket data mining. In: Pocket Data Mining. Studies in Big Data (2). Springer International Publishing, pp. 41-59. ISBN 9783319027111 doi: https://doi.org/10.1007/978-3-319-02711-1_4

Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2014) Pocket data mining framework. In: Pocket Data Mining. Studies in Big Data (2). Springer International Publishing, pp. 23-40. doi: https://doi.org/10.1007/978-3-319-02711-1_3

Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2014) Potential applications of pocket data mining. In: Pocket Data Mining. Studies in Big Data (2). Springer International Publishing, pp. 81-94. ISBN 9783319027111 doi: https://doi.org/10.1007/978-3-319-02711-1_7

Gaber, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. (2014) Background. In: Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (eds.) Pocket Data Mining Big Data on Small Devices. Studies in Big Data (2). Springer International Publishing, Cham, pp. 7-21. ISBN 9783319027104

Gaber, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. (2014) Introduction. In: Pocket Data Mining. Studies in Big Data (2). Springer International Publishing, Switzerland, pp. 1-5. ISBN 9783319027111 doi: https://doi.org/10.1007/978-3-319-02711-1_1

Kunkel, J. M., Zimmer, M., Hübbe, N., Aguilera, A., Mickler, H., Wang, X., Chut, A., Bönisch, T., Lüttgau, J., Michel, R. and Weging, J. (2014) The SIOX architecture – coupling automatic monitoring and optimization of parallel I/O. In: Kunkel, J. M., Ludwig, T. and Meuer, H. W. (eds.) Supercomputing. Lecture Notes in Computer Science (8488). Springer, pp. 245-260. ISBN 9783319075174 doi: https://doi.org/10.1007/978-3-319-07518-1_16

Liu, H., Gegov, A. and Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 (2014) Unified framework for construction of rule based classification systems. In: Pedrycz, W. and Chen, S. M. (eds.) Information Granularity, Big Data and Computational Intelligence. Springer, Switzerland, pp. 209-230. doi: https://doi.org/10.1007/978-3-319-08254-7_10

Teixeira, L., Maffra, F. and Badii, A. (2014) Scene understanding for auto-calibration of surveillance cameras. In: Advances in Visual Computing. Springer International Publishing, pp. 671-682. doi: https://doi.org/10.1007/978-3-319-14364-4_65

Conference or Workshop Item

Adedoyin-Olowe, M., Gaber, M. M., Dancausa, C. M. and Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 (2014) Extraction of unexpected rules from Twitter hashtags and its application to sport events. In: 13th International Conference on Machine Learning and Applications (ICMLA 2014), 3-5 Dec 2014, Detriot, MI, USA, pp. 207-212.

Anderson, J. A.D.W. and Gomide, W. (2014) Transreal arithmetic as a consistent basis for paraconsistent logics. In: International Conference on Computer Science and Applications (WCECS 2014), 22-24 October 2014, San Francisco, USA,, pp. 103-108.

Anderson, J. A.D.W. and dos Reis, T. S. (2014) Transreal limits expose category errors in IEEE 754 floating-point arithmetic and in mathematics. In: International Conference on Computer Science and Applications (WCECS 2014), 22-24 October 2014, San Francisco, USA,, pp. 86-91.

Anderson, J. A.D.W. (2014) Trans-floating-point arithmetic removes nine quadrillion redundancies from 64-bit IEEE 754 floating-point arithmetic. In: International Conference on Computer Science and Applications (WCECS 2014), 22-24 October, 2014, San Francisco, USA, pp. 80-85.

Ausoni, J. T., Mitchell, R. and Holderbaum, W. ORCID: https://orcid.org/0000-0002-1677-9624 (2014) Towards optimizing the selection of neurons in affordable neural networks. In: The 2014 International Conference on Artificial Intelligence, July 21-24, 2014,, Las Vegas, Nevada, USA.

Bandyopadhyay, D., Dasgupta, K., Mandal, J. K., Dutta, P., Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192 and Snášel, V. (2014) A framework of secured and bio-inspired image steganography using chaotic encryption with genetic algorithm optimization (CEGAO). In: Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA, 23-25 Jun 2014, Ostrava, Czech Republic, pp. 271-280. doi: https://doi.org/10.1007/978-3-319-08156-4_27

Chatterjee, T., Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Adhikari, M., Banerjee, S., Biswas, U. and Snášel, V. (2014) Design and implementation of an improved datacenter broker policy to improve the QoS of a cloud. In: Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA, 23-25 Jun 2014, Ostrava, Czech Republic, pp. 281-290. doi: https://doi.org/10.1007/978-3-319-08156-4_28

Chen, S., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Harris, C. J. (2014) On-line Gaussian mixture density estimator for adaptive minimum bit-error-rate beamforming receivers. In: 2014 International Joint Conference on Neural Networks (IJCNN), July 6-11, 2014, Beijing, China.

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Fu, Y., Gao, J., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Tien, D. (2014) Tensor regression based on linked multiway parameter analysis. In: IEEE International Conference on Data Mining 2014, 14-17 Dec 2014, Shenzhen, China.

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Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Chen, S. and Harris, C. J. (2014) B-spline neural network based single-carrier frequency domain equalisation for Hammerstein channels. In: 2014 International Joint Conference on Neural Networks (IJCNN), July 6-11, 2014, Beijing, China.

Huang, G., Huang, L., Chen, X. and Sun, L. (2014) Rationality of service composition of Workflow Net in a service oriented architecture. In: 15th IFIP WG 8.1 International Conference on Informatics and Semiotics in Organisations, 23-24 May 2014, Shanghai, China, pp. 155-165. (in Service Science and Knowledge Innovation)

Jiang, X., Gao, J., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298 and Cai, Z. (2014) Gaussian processes autoencoder for dimensionality reduction. In: Part II of Proceeding 18th Pacific-Asia Conference, PAKDD 2014, May 13-16, 2014, Tainan, Taiwan.

Le, T., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Gomes, J. B., Gaber, M. M. and Di Fatta, G. (2014) Computationally efficient rule-based classification for continuous streaming data. In: Thirty-fourth SGAI International Conference on Artificial Intelligence, 9-11 Dec 2014, Cambridge, England, pp. 21-34.

Liang, H., Wang, Y., Christen, P. and Gayler, R. (2014) Noise-tolerant approximate blocking for dynamic real-time entity resolution. In: The 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 13-16 May 2014, Taiwan, pp. 449-460.

Liu, H., Gegov, A. and Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 (2014) Categorization and construction of rule based systems. In: 15th International Conference on Engineering Applications of Neural Networks, Sofia, Bulgaria, pp. 183-194. (Engineering Applications of Neural Networks: Mladenov, Valeri, Jayne, Chrisina, Iliadis, Lazaros (eds.) Communications in Computer and Information Science, Vol. 459 Springer)

Liyanagunawardena, T. R., Lundqvist, K., Parslow, P. and Williams, S. (2014) MOOCs and retention: does it really matter? In: Can MOOCs save Europe's unemployed youth? EC TEL, 16th September, Graz.

Liyanagunawardena, T. R., Parslow, P. and Williams, S. (2014) Dropout: MOOC participants’perspective. In: EMOOCs 2014, the Second MOOC European Stakeholders Summit, 10-12 th February 2014, Lausanne, Switzerland, pp. 95-100.

Mitchell, R. (2014) A MATLAB GUI for learning controller design in the frequency domain. In: 2014 UKACC 10th International Conference on Control, 8th - 11th July 2014, Loughborough University.

Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Jackowski, K., Abraham, A. and Snásel, V. (2014) Feature selection and ensemble of regression models for predicting the protein macromolecule dissolution profile. In: 2014 Sixth World Congress on Nature and Biologically Inspired Computing (NaBIC 2014), 30 July-1 Aug. 2014, Porto, Portugal, pp. 121-126. doi: https://doi.org/10.1109/NaBIC.2014.6921864

Ojha, V. ORCID: https://orcid.org/0000-0002-9256-1192, Jackowski, K., Snášel, V. and Abraham, A. (2014) Dimensionality reduction and prediction of the protein macromolecule dissolution profile. In: The Fifth International Conference on Innovations in Bio-Inspired Computing and Applications IBICA, 23-25 Jun 2014, Ostrava, Czech Republic, pp. 301-310. doi: https://doi.org/10.1007/978-3-319-08156-4_30

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Ojha, V. K. ORCID: https://orcid.org/0000-0002-9256-1192, Abraham, A. and Snášel, V. (2014) ACO for continuous function optimization: a performance analysis. In: 2014 14th International Conference on Intelligent Systems Design and Applications, 28-30 November 2914, Okinawa, Japan, pp. 145-150.

Osprey, A., Riley, G. D., Manjunathaiah, M. and Lawrence, B. ORCID: https://orcid.org/0000-0001-9262-7860 (2014) The development of a data-driven application benchmarking approach to performance modelling. In: 2014 International Conference on High Performance Computing Simulation (HPCS), 21-25 July 2014, Bologna, Italy, pp. 715-723.

Patino, L. ORCID: https://orcid.org/0000-0002-6716-0629 and Ferryman, J. (2014) Multicamera trajectory analysis for semantic behaviour characterisation. In: 11th IEEE International Conference on Advanced Video- and Signal-based Surveillance (AVSS2014), August 26-29, 2014, Seoul, Korea, pp. 1-6.

Poonpakdee, P. and Di Fatta, G. (2014) Expansion quality of epidemic protocols. In: The 8th International Symposium on Intelligent Distributed Computing (IDC 2014), Sept. 3-5, 2014, Madrid, Spain, pp. 291-300. doi: https://doi.org/10.1007/978-3-319-10422-5_31

Sarica, A., Di Fatta, G. and Cannataro, M. (2014) K-Surfer: a KNIME extension for the management and analysis of Human brain MRI FreeSurfer/FSL data. In: Proceedings of the International Conference on Brain Informatics and Health, 11–14 August 2014, Warsaw, Poland, pp. 481-492.

Sarica, A., Di Fatta, G., Smith, G., Cannataro, M. and Saddy, D. ORCID: https://orcid.org/0000-0001-8501-6076 (2014) Advanced feature selection methods in multinominal dementia classification from structural MRI data. In: CADDementia workshop, Medical Image Computing and Computer Assisted Intervention (MICCAI) 2014 conference, 14-18 Sep 2014, Boston.

Stolberg-Rohr, T., Buchner, R., Clausen, S., Jensen, J. M., Skouboe, A., Hawkins, G. and Hansen, R.´e. S. (2014) In optics humidity compensation in NDIR exhaust gas measurements of NO2. In: Symposium on Surface Functionalization of Optical Fiber and Waveguide Based Bio- and Chemical-Sensors, The Optical Society, 27 - 31 July, Barcelona, Spain.

Sun, Y., Gao, J., Hong, X. ORCID: https://orcid.org/0000-0002-6832-2298, Guo, Y. and Harris, C. J. (2014) Dimensionality reduction assisted tensor clustering. In: 2014 International Joint Conference on Neural Networks (IJCNN), July 6-11, 2014, Beijing, China.

Tennant, M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203, Di Fatta, G. and Gomes, J. B. (2014) Towards a parallel computationally efficient approach to scaling up data stream classification. In: Thirty-fourth SGAI International Conference on Artificial Intelligence, 9-11 Dec 2014, Cambridge, England, pp. 51-65.

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Wild, P., Radu, P., Chen, L. and Ferryman, J. (2014) Towards anomaly detection for increased security in multibiometric systems: spoofing-resistant 1-median fusion eliminating outliers. In: International Joint Conference on Biometrics (IJCB2014), September 29 - October 2, 2014, Clearwater, Florida, pp. 1-6.

dos Reis, T. S. and Anderson, J. A.D.W. (2014) Construction of the transcomplex numbers from the complex numbers. In: International Conference on Computer Science and Applications (WCECS 2014), 22-24 October 2014, San Francisco, USA,, pp. 97-102.

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Book

Arniani, M., Badii, A., De Liddo, A., Georgi, S., Passani, A., Piccolo,, L. S. G. and Teli, M. (2014) Collective awareness platforms for sustainability and social innovation: an introduction. European Commission, Collective Awareness Platforms for Sustainability and Social Innovation (CAPS), Brussels.

Gaber, M. M., Stahl, F. ORCID: https://orcid.org/0000-0002-4860-0203 and Gomes, J. B. (2014) Pocket data mining - big data on small devices. Studies in big data, 2. Springer International, pp108. ISBN 9783319027104