Deep-FS: A feature selection algorithm for Deep Boltzmann Machines von Taherkhani, Aboozar, Cosma, Georgina, McGinnity, T. M

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Forecasting movements of health-care stock prices based on different categories of news articles using multiple kernel learning von Shynkevich, Yauheniya, McGinnity, T.M., Coleman, Sonya A., Belatreche, Ammar

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A review of learning in biologically plausible spiking neural networks von Taherkhani, Aboozar, Belatreche, Ammar, Li, Yuhua, Cosma, Georgina, Maguire, Liam P., McGinnity, T.M.

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Robust Microbial Markers for Non-Invasive Inflammatory Bowel Disease Identification von Wingfield, Benjamin, Coleman, Sonya, McGinnity, TM, Bjourson, AJ

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A novel neighborhood based document smoothing model for information retrieval von Goyal, Pawan, Behera, Laxmidhar, McGinnity, T. M.

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Material recognition using tactile sensing von Kerr, Emmett, McGinnity, TM, Coleman, Sonya

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In the hands of users with intellectual disabilities: co-designing tangible user interfaces for mental wellbeing von Woodward, Kieran, Kanjo, Eiman, Brown, David J., McGinnity, T. M., Harold, Gordon

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A Deep Convolutional Neural Network for Time Series Classification with Intermediate Targets von Taherkhani, Aboozar, Cosma, Georgina, McGinnity, T. M.

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Human vital sign determination using tactile sensing and fuzzy triage system von Kerr, Emmett, McGinnity, T.M., Coleman, Sonya, Shepherd, Andrea

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Beyond Mobile Apps: A Survey of Technologies for Mental Well-Being von Woodward, Kieran, Kanjo, Eiman, Brown, David J., McGinnity, T. M., Inkster, Becky, Macintyre, Donald J., Tsanas, Athanasios

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A Novel Approach for the Implementation of Large Scale Spiking Neural Networks on FPGA Hardware von Glackin, B., McGinnity, T. M., Maguire, L. P., Wu, Q. X., Belatreche, A.

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Reliable robotic handovers through tactile sensing von Gómez Eguíluz, A., Rañó, I., Coleman, S. A., McGinnity, T. M.

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Fault diagnosis of electronic systems using intelligent techniques: a review von Fenton, W.G., McGinnity, T.M., Maguire, L.P.

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A visual attention model based on hierarchical spiking neural networks von Wu, QingXiang, McGinnity, T.M., Maguire, Liam, Cai, Rongtai, Chen, Meigui

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Automatically composing and parameterizing skills by evolving Finite State Automata von Riano, Lorenzo, McGinnity, T.M.

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Disentangling causal relationships of a manufacturing process using genetic algorithms and six-sigma techniques von Johnston, A. B., Maguire, L. P., Mcginnity, T. M.

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Predicting a chaotic time series using a fuzzy neural network von Maguire, L.P., Roche, B., McGinnity, T.M., McDaid, L.J.

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An integrated modelling framework for neural circuits with multiple neuromodulators von Joshi, Alok, Youssofzadeh, Vahab, Vemana, Vinith, McGinnity, T. M., Prasad, Girijesh, Wong-Lin, KongFatt

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AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learning von Taherkhani, Aboozar, Cosma, Georgina, McGinnity, T.M.

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Kinematic control of a redundant manipulator using an inverse-forward adaptive scheme with a KSOM based hint generator von Kumar, Swagat, Behera, Laxmidhar, McGinnity, T.M.

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