Asymptotic behavior of the maximum likelihood estimator for general Markov switching models. (English) Zbl 07901845
MSC:
62-XX
Found 46 Documents (Results 1–46)
Exploiting time-varying RFM measures for customer churn prediction with deep neural networks. (English) Zbl 07898271
A statistical recurrent stochastic volatility model for stock markets. (English) Zbl 1531.62183
MSC:
62P20
Noise impact on a recurrent neural network with a linear activation function. (English) Zbl 07743404
On the rate of convergence of a deep recurrent neural network estimate in a regression problem with dependent data. (English) Zbl 07666835
Predicting progression of Alzheimer’s disease using forward-to-backward bi-directional network with integrative imputation. (English) Zbl 1525.92014
Stock market predictions using FastRNN-based model. (English) Zbl 1496.62176
Giri, Debasis (ed.) et al., Proceedings of the seventh international conference on mathematics and computing, ICMC 2021, Shibpur, India, March 2–5, 2021. Singapore: Springer. Adv. Intell. Syst. Comput. 1412, 439-450 (2022).
Generative adversarial network for probabilistic forecast of random dynamical systems. (English) Zbl 07569631
Classification, inference and segmentation of anomalous diffusion with recurrent neural networks. (English) Zbl 1519.62023
A novel intervention recurrent autoencoder for real time forecasting and non-pharmaceutical intervention selection to curb the spread of Covid-19 in the world. (English) Zbl 1521.92084
Semi-supervised joint learning for longitudinal clinical events classification using neural network models. (English) Zbl 07851191
MSC:
62-XX
A parametric recurrent neural network scheme for solving a class of fuzzy regression models with some real-world applications. (English) Zbl 1491.62072
Robustness of LSTM neural networks for multi-step forecasting of chaotic time series. (English) Zbl 1490.68198
Synthesis of recurrent neural dynamics for monotone inclusion with application to Bayesian inference. (English) Zbl 1478.93192
Time series forecasting based on seasonality modeling and its application to electricity price forecasting. (Chinese. English summary) Zbl 1463.62276
Time-series machine-learning error models for approximate solutions to parameterized dynamical systems. (English) Zbl 1442.65446
Machine learning for text. (English) Zbl 1395.68001
Cham: Springer (ISBN 978-3-319-73530-6/hbk; 978-3-319-73531-3/ebook). xxiii, 493 p. (2018).
Reviewer: Irina Ioana Mohorianu (Oxford)
Using conceptors to manage neural long-term memories for temporal patterns. (English) Zbl 1433.68352
Deep learning. (English) Zbl 1373.68009
Adaptive Computation and Machine Learning. Cambridge, MA: MIT Press (ISBN 978-0-262-03561-3/hbk; 978-0-262-33743-4/ebook). xxii, 775 p. (2016).
Reviewer: Florin Gorunescu (Craiova)
A mode-dependent approach to state estimation of recurrent neural networks with Markovian jumping parameters and mixed delays. (English) Zbl 1296.93182
Minimum error entropy classification. (English) Zbl 1280.68006
Studies in Computational Intelligence 420. Berlin: Springer (ISBN 978-3-642-29028-2/hbk; 978-3-642-29029-9/ebook). xvii, 260 p. (2013).
Reviewer: Florin Gorunescu (Craiova)
Event-triggered state estimation for a class of delayed recurrent neural networks with sampled-data information. (English) Zbl 1255.62305
MSC:
62M45
65C60
Prediction error feedback for time series prediction: a way to improve the accuracy of predictions. (English) Zbl 1231.62176
Grigoriu, Mircea (ed.) et al., European computing conference. Proceedings of the 4th European computing conference (ECC’10), Bucarest, Romania, April 20–22, 2010. Athens: World Scientific and Engineering Academy and Society (WSEAS) (ISBN 978-960-474-183-0/CD-ROM; 978-960-474-178-6/hbk). Electrical and Computer Engineering Series. A Series of Reference Books and Textbooks., 58-62 (2010).
Efficient recurrent neural network model for the solution of general nonlinear optimization problems. (English) Zbl 1225.90129
A statistical framework for evaluating neural networks to predict recurrent events in breast cancer. (English) Zbl 1200.92024
Discussion of stability in a class of models on recurrent wavelet neural networks. (English) Zbl 1231.34086
Design and analysis of an efficient neural network model for solving nonlinear optimization problems. (English) Zbl 1126.90406
Information dynamics: foundations and applications. (English) Zbl 0974.37001
New York, NY: Springer. xvi, 281 p. (2001).
Reviewer: Guy Jumarie (Montréal)
On the equivalence between ARMA models and simple recurrent neural networks. (English) Zbl 0893.62090
Aoki, Masanao (ed.) et al., Applications of computer aided time series modeling. New York, NY: Springer. Lect. Notes Stat., Springer-Verlag. 119, 281-289 (1997).
Filter Results by …
Document Type
- Journal Articles (39)
- Collection Articles (3)
- Books (4)
all
top 5
Author
- Aladağ, Çağdaş Hakan (2)
- Chen, Xiaoping (2)
- Eğrioğlu, Erol (2)
- Huang, He (2)
- Huang, Tingwen (2)
- Kadılar, Cem (2)
- Aggarwal, Charu C. (1)
- Al-Shedivat, Maruan (1)
- Alexandre, Luís (1)
- Ali, Hafiz Tiomoko (1)
- Argun, Aykut (1)
- Babinec, Štefan (1)
- Bengio, Yoshua (1)
- Binner, Jane M. (1)
- Bo, Stefano (1)
- Boyd, Milton S. (1)
- Candan, K. Selçuk (1)
- Carlberg, Kevin T. (1)
- Ching, Shinung (1)
- Cidota, Marina-Anca (1)
- Ciprian Patic, Paul (1)
- Couillet, Romain (1)
- Courville, Aaron C. (1)
- Coussement, Kristof (1)
- Da Silva, Ivan Nunes (1)
- Dao, Duy-Phuong (1)
- de Arruda, Lucia Valeria Ramos (1)
- De Bock, Koen W. (1)
- de Caigny, Arno (1)
- Deco, Gustavo (1)
- Dematos, Giovani (1)
- Deng, Ren (1)
- Dercole, Fabio (1)
- do Amaral, Wagner Caradori (1)
- El-Darzi, Elia (1)
- Elger, C. Thomas (1)
- Ezazipour, Soraya (1)
- Fan, You-Hong (1)
- Fuh, Cheng-Der (1)
- Garg, Yash (1)
- Ge, Qiyang (1)
- Gifford, Wesley M. (1)
- Gonon, Lukas (1)
- Gorunescu, Florin (1)
- Gorunescu, Marina (1)
- Gorunescu, Smaranda (1)
- Grigoryeva, Lyudmila (1)
- Grubmüller, Helmut (1)
- Gunawan, David (1)
- Ho, Ngoc-Huynh (1)
- Hosseinipour-Mahani, Najmeh (1)
- Hu, Zhiting (1)
- Hu, Zixin (1)
- Huzurbazar, Aparna V. (1)
- Jaeger, Herbert (1)
- Jastrzebska, Agnieszka (1)
- Jin, Li (1)
- Kaastra, Iebeling (1)
- Karbasi, Delara (1)
- Kermanshahi, Bahman (1)
- Kim, Jahae (1)
- Kohler, Michael (1)
- Kohn, Robert J. (1)
- Kohzadi, Nowrouz (1)
- Krzyżak, Adam (1)
- Kühnel, Hans (1)
- Lessmann, Stefan (1)
- Li, Hongjie (1)
- Li, Shudi (1)
- Li, Xinsheng (1)
- Li, Zan (1)
- Li, Zhu-Xin (1)
- Lin, Wei (1)
- Ma, Jiaqi (1)
- Malek, Alaeddin (1)
- Marques de Sá, Joaquim P. (1)
- Marthin, Pius (1)
- Mena, Gary (1)
- Moskvitin, Viktor M. (1)
- Nápoles, Gonzalo (1)
- Nazemi, Alireza (1)
- Nguyen, Trong-Nghia (1)
- Nilsson, Birger (1)
- Ortega, Juan-Pablo (1)
- Pang, Tianxiao (1)
- Pant, Sudarshan (1)
- Parish, Eric J. (1)
- Park, Hyuk-Ro (1)
- Pospíchal, Jiří (1)
- Rabiei, Mohammadreza (1)
- Saatchi, Yunus (1)
- Saini, Sandeep (1)
- Salgueiro, Yamisleydi (1)
- Sangiorgio, Matteo (1)
- Santos, Jorge M. F. (1)
- Sapino, Maria Luisa (1)
- Saxén, Henrik (1)
- Schürmann, Bernd (1)
- Semenova, Nadezhda Igorevna (1)
- Sevi, Harry (1)
- and 28 more Authors
all
top 5
Serial
- Neural Netw. (4)
- J. Mach. Learn. Res. (3)
- An. Univ. București, Mat.-Inform. (1)
- Biol. Cybern. (1)
- Comput. Methods Appl. Mech. Eng. (1)
- Int. J. Gen. Syst. (1)
- Int. J. Syst. Sci. (1)
- Chaos Solitons Fractals (1)
- Biometrika (1)
- Inf. Sci. (1)
- Appl. Math. Mech., Engl. Ed. (1)
- Acta Autom. Sin. (1)
- Physica D (1)
- Appl. Math. Lett. (1)
- Ann. Oper. Res. (1)
- Econ. Lett. (1)
- Commun. Stat., Theory Methods (1)
- J. Stat. Comput. Simulation (1)
- SIAM J. Sci. Comput. (1)
- Stat. Sin. (1)
- Ann. Math. Artif. Intell. (1)
- Bernoulli (1)
- Abstr. Appl. Anal. (1)
- Optim. Methods Softw. (1)
- Soft Comput. (1)
- Data Min. Knowl. Discov. (1)
- Comput. Inform. (1)
- Hacet. J. Math. Stat. (1)
- Stud. Comput. Intell. (1)
- J. Phys. A, Math. Theor. (1)
- Stat. Interface (1)
- Financ. Eng. Jpn. Mark. (1)
- J. Bus. Econ. Stat. (1)
- Adapt. Comput. Mach. Learn. (1)
- Stat (1)
- Russ. J. Nonlinear Dyn. (1)
all
top 3
Software
- Adam (6)
- Keras (3)
- GloVe (2)
- PyTorch (2)
- Scikit (2)
- Tensor2Tensor (2)
- TensorFlow (2)
- word2vec (2)
- ARfit (1)
- ASCL (1)
- AlexNet (1)
- BERT (1)
- BRITS (1)
- Bow (1)
- C4.5 (1)
- CRAN (1)
- CRF (1)
- DALEX (1)
- DISSECT (1)
- DSANet (1)
- DeepAR (1)
- DeepHit (1)
- DeepONet (1)
- ElemStatLearn (1)
- EnKF (1)
- FastGRNN (1)
- GNMT (1)
- GitHub (1)
- ImageNet (1)
- JStatCom (1)
- Kernlab (1)
- LIBLINEAR (1)
- LIBSVM (1)
- LSTM (1)
- Lucene (1)
- MALLET (1)
- Ollie (1)
- OpenIE (1)
- OpenNLP (1)
- Pegasos (1)
- PhysioToolkit (1)
- PyHawkes (1)
- PyTorch Lightning (1)
- PyTorchTS (1)
- RTextTools (1)
- SGDR (1)
- SIFT (1)
- SNOPT (1)
- Scrapy (1)
- SentiWordNet (1)
- SeqGAN (1)
- TimeML (1)
- UCI-ml (1)
- UNLocBoX (1)
- VoxNet (1)
- WEKA (1)
- WaveNet (1)
- XGBoost (1)
- Zoneout (1)
- astsa (1)
- caret (1)
- cmprsk (1)
- dalex (1)
- fastFM (1)
- gensim (1)
- prophet (1)
- randomForest (1)
- randomForestSRC (1)
- rotationForest (1)
- sDTW (1)
- shap (1)
- svdpack (1)
- tm (1)
- topicmodels (1)
- tsfresh (1)
