TARNet: An Efficient and Lightweight Trajectory-Based Air-Writing Recognition Model Using a CNN and LSTM Network by Md. Shahinur Alam, Ki-Chul Kwon, Shariar Md Imtiaz, Md Biddut Hossain, Bong-Gyun Kang, Nam Kim

“…This research proposes a unified, lightweight, and general-purpose deep learning algorithm for a trajectory-based air-writing recognition network (TARNet). …”
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Enhanced Localisation and Handwritten Digit Recognition Using ConvCARU by Sio-Kei Im, Ka-Hou Chan

“…In this context, our study aims to develop a robust predictive framework that can accurately forecast digit trajectories while preserving structural integrity. …”
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Rural Management Development: Understanding Future Scenarios for Villages in Jiroft County by Mahmoud Falsolayman, Mohammad Hajipour, Atiyeh Salari

“…The study highlighted that the current state of rural management in Jiroft County was largely unsustainable and it predicted that the existing conditions governing the rural management system would undergo changes in the near future. …”
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Acute suicidal ideation in context: highlighting sentiment-based markers through the diary entries of a clinically depressed sample by Damien Lekkas, Amanda C. Collins, Michael V. Heinz, Tess Z Griffin, Arvind Pillai, Subigya K. Nepal, Daniel M. Mackin, Andrew T. Campbell, Nicholas C. Jacobson

“…Results There were 131 statistically significant (adjusted p-value < 0.05) pairwise differences between acute SI phase trajectory groups, implicating 31 NLP features. Consistent with the literature, results highlighted qualities of writing that are generally associated with heightened SI, including personal pronoun usage, passivity, and negative valence. …”
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Multimodal cross-system virtual reality (VR) ball throwing dataset for VR biometricsGitHub by Mingjun Li, Natasha Kholgade Banerjee, Sean Banerjee

“…The dataset enables development of cross domain motion trajectory prediction from 2D to 3D or vice versa.…”
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