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Hidden Markov models

Deep locomotion prediction learning over biosensors, ambient sensors, and computer vision

Madiha Javeed, Ahmad Jalal, Dina Abdulaziz AlHammadi, Bumshik Lee

Data-driven derivation of macroscopisc fundamental diagram from floating car trajectories

Xiaojuan Lu, Jiamei Zhang, [ ... ], Juan Su

Early warning of regime switching in a financial time series: A heteroskedastic network model

Linxi Wang, Sufang An, [ ... ], Jiapei Li

Momentum, volume and investor sentiment study for u.s. technology sector stocks—A hidden markov model based principal component analysis

Shaoshu Li

Behavioural analysis of multi-year satellite telemetry data provides insight into narwhal (Monodon monoceros) winter prey selection in Baffin Bay

Claire A. Hornby, Ron R. Togunov, Brett T. McClintock, Cortney A. Watt

Hidden Markov models reveal behavioral state dynamics in depth-related locomotion in mice

Hironobu Shuto, Toshiki Maeda, [ ... ], Take Matsuyama

Optimal design of Halbach magnetized magnetic screw for wave energy converters based on KELM network optimized by weighted mean of vectors algorithm

Qiongfang Zhang, Haitao Yu, [ ... ], Jiahui Zhang

An analysis of pacing profiles in sprint kayak racing using functional principal components and hidden Markov models

Harry Estreich, Nicola Bullock, [ ... ], Paul Pao-Yen Wu

A sticky Poisson Hidden Markov Model for solving the problem of over-segmentation and rapid state switching in cortical datasets

Tianshu Li, Giancarlo La Camera

Functional analysis within latent states: A novel framework for analysing functional time series data

Owen Forbes, Edgar Santos-Fernandez, Paul Pao-Yen Wu, Kerrie Mengersen

Hidden Markov model for acoustic pesticide exposure detection and hive identification in stingless bees

Alex Otesbelgue, Amara Jean Orth, [ ... ], Maria João Ramos Pereira

Incorporating sparse labels into hidden Markov models using weighted likelihoods improves accuracy and interpretability in biologging studies

Evan Sidrow, Nancy Heckman, [ ... ], Marie Auger-Méthé

Identifying common trends and ecosystem states to inform Gulf of Alaska ecosystem-based fisheries management

Bridget E. Ferriss, Mary E. Hunsicker, [ ... ], Shannon Whelan

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