Results 321 to 330 of about 33,047,881 (379)

Simultaneous inversion of the potential term and the fractional orders in a multi-term time-fractional diffusion equation

Inverse Problems, 2021
In the present paper, we devote our effort to a nonlinear inverse problem for simultaneously recovering the potential function and the fractional orders in a multi-term time-fractional diffusion equation from the noisy boundary Cauchy data in the one ...
Liangliang Sun, Y. Li, Yun-Huang Zhang
semanticscholar   +1 more source

Timing and consequences of early term and late term deliveries

The Journal of Maternal-Fetal & Neonatal Medicine, 2013
To examine the timing of elective delivery and neonatal intensive care unit (NICU) utilization of electively delivered infants from 2008 to 2011.Analysis included 42,290 women with singleton gestation enrolled in a pregnancy education program, reporting uncomplicated pregnancies with elective labor induction (ELI) (n = 27,677) or scheduled cesarean ...
Niki Istwan, Jasbir Singh, Debbie J. Rhea, Julia Timofeev, Laura Parikh, Rita W. Driggers, Christopher M. Zahn   +6 more
openaire   +3 more sources

SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters

International Conference on Machine Learning
This paper introduces SparseTSF, a novel, extremely lightweight model for Long-term Time Series Forecasting (LTSF), designed to address the challenges of modeling complex temporal dependencies over extended horizons with minimal computational resources ...
Shengsheng Lin, Weiwei Lin, Wentai Wu, Haojun Chen, Junjie Yang   +4 more
semanticscholar   +1 more source

Is It Time to Retire the Term "Dementia"?

Journal of Neuropsychiatry, 2000
Received August 3, 1999; November 17, 1999; accepted January 17, 2000. From the School of Psychiatry, University of New South Wales, and Neuropsychiatric Institute, The Prince of Wales Hospital, Sydney, NSW, Australia. Address correspondence to Dr. Sachdev, NPI, The Prince of Wales Hospital, Randwick, NSW 2031, Australia; e-mail: P.Sachdev@unsw.edu.au ...
openaire   +3 more sources

Unlocking the Power of LSTM for Long Term Time Series Forecasting

AAAI Conference on Artificial Intelligence
Traditional recurrent neural network architectures, such as long short-term memory neural networks (LSTM), have historically held a prominent role in time series forecasting (TSF) tasks. While the recently introduced sLSTM for Natural Language Processing
Yaxuan Kong, Zepu Wang, Yuqi Nie, Tian Zhou, Stefan Zohren, Yuxuan Liang, Peng Sun, Qingsong Wen   +7 more
semanticscholar   +1 more source

Long-Term Time Series Forecasting With Multilinear Trend Fuzzy Information Granules for LSTM in a Periodic Framework

IEEE transactions on fuzzy systems
Considerable research achievements have been made in utilizing information granulation as an effective technique for addressing long-term time-series forecasting.
Chenglong Zhu, Xueling Ma, Weiping Ding, Jianming Zhan   +3 more
semanticscholar   +1 more source

Attractor Memory for Long-Term Time Series Forecasting: A Chaos Perspective

Neural Information Processing Systems
In long-term time series forecasting (LTSF) tasks, an increasing number of models have acknowledged that discrete time series originate from continuous dynamic systems and have attempted to model their dynamical structures. Recognizing the chaotic nature
Jiaxi Hu, Yuehong Hu, Wei Chen, Ming Jin, Shirui Pan, Qingsong Wen, Yuxuan Liang   +6 more
semanticscholar   +1 more source

Time and the Long-term Prisoner

1990
Those who dislike speculation about past and future can usually see an end to the situation which has induced such relative breaks in the normal scheduling of life; they can consider plans for when they get out of hospital, or prison, or home on holiday.
Laurie Taylor, Stanley Cohen
openaire   +2 more sources

Lingodroids: Learning terms for time

2012 IEEE International Conference on Robotics and Automation, 2012
For humans and robots to communicate using natural language it is necessary for the robots to develop concepts and associated terms that correspond to the human use of words. Time and space are foundational concepts in human language, and to develop a set of words that correspond to human notions of time and space, it is necessary to take into account ...
Heath, Scott, Schulz, Ruth, Ball, David, Wiles, Janet   +3 more
openaire   +3 more sources

Controllability of multi-term time-fractional differential systems with state-dependent delay

Journal of Applied Analysis, 2020
In this paper, controllability results for a class of multi-term time-fractional differential systems with state-dependent delay have been studied. The concept of fractional calculus, measure of noncompactness and Mönch fixed-point theorem has been ...
Renu Chaudhary, Dr. Vikram Singh, D. Pandey   +2 more
semanticscholar   +1 more source