Deep Modular Multimodal Fusion on Multiple Sensors for Volcano Activity Recognition
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[1] Li Wei,et al. Fast time series classification using numerosity reduction , 2006, ICML.
[2] M. I. Seht,et al. Detection and identification of seismic signals recorded at Krakatau volcano (Indonesia) using artificial neural networks , 2008 .
[3] Javier Ramírez,et al. Continuous HMM-Based Seismic-Event Classification at Deception Island, Antarctica , 2007, IEEE Transactions on Geoscience and Remote Sensing.
[4] R. Sparks,et al. Forecasting volcanic eruptions , 2003 .
[5] Jukka Saarinen,et al. Prediction with Multilayer Perceptron , FIR and Elman Neural Networks , 1996 .
[6] Xiaoli Li,et al. An integrated framework for human activity classification , 2012, UbiComp.
[7] Christopher Joseph Pal,et al. EmoNets: Multimodal deep learning approaches for emotion recognition in video , 2015, Journal on Multimodal User Interfaces.
[8] Yusaku Ohta,et al. Characteristics of Volcanic Activity at Sakurajima Volcano's Showa Crater During the Period 2006 to 2011(<Special Section>Sakurajima Special Issue) , 2013 .
[9] Bernt Schiele,et al. A tutorial on human activity recognition using body-worn inertial sensors , 2014, CSUR.
[10] Robert P. W. Duin,et al. Classification of Volcano Events Observed by Multiple Seismic Stations , 2010, 2010 20th International Conference on Pattern Recognition.
[11] Jukka Saarinen,et al. Time Series Prediction with Multilayer Perception, FIR and Elman Neural Networks , 1996 .
[12] Eamonn J. Keogh,et al. Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases , 2001, Knowledge and Information Systems.
[13] Eamonn J. Keogh,et al. A Complexity-Invariant Distance Measure for Time Series , 2011, SDM.
[14] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[15] Geoffrey E. Hinton,et al. Deep Learning , 2015, Nature.
[16] Juhan Nam,et al. Multimodal Deep Learning , 2011, ICML.
[17] Sergey Malinchik,et al. SAX-VSM: Interpretable Time Series Classification Using SAX and Vector Space Model , 2013, 2013 IEEE 13th International Conference on Data Mining.
[18] Dimitri Palaz,et al. Analysis of CNN-based speech recognition system using raw speech as input , 2015, INTERSPEECH.
[19] Xiaoli Li,et al. Deep Convolutional Neural Networks on Multichannel Time Series for Human Activity Recognition , 2015, IJCAI.
[20] Marielle Malfante,et al. Machine Learning for Volcano-Seismic Signals: Challenges and Perspectives , 2018, IEEE Signal Processing Magazine.
[21] Daniel Roggen,et al. Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition , 2016, Sensors.
[22] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[23] Yi Zheng,et al. Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks , 2014, WAIM.