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Preprocessing

A Multitask Learning framework for E‐commerce time series analytics: Operational risk, demand forecasting, and anomaly detection

Junzhong He, Xiaorui An

Compression benchmarking of holotomography data using OME-Zarr format

Dohyeon Lee, Juyeon Park, [ ... ], YongKeun (Paul) Park

Developing a natural language processing system using transformer-based models for adverse drug event detection in electronic health records

Jingyuan Wu, Xiaodi Ruan, [ ... ], Leena Choi

Transformer-driven automated analysis of social media narrative structure: An exploration based on sentiment framing and thematic agenda

Rongkang Pei, Zeyu Lyu, Guolong Wang

Hybrid deep learning for mental workload classification using EEG with enhanced preprocessing and interpretability

Osama Abdelrahman, Chew XinYing, [ ... ], Teoh Wei Lin

A multimodal ConvNeXt-Tiny deep learning model for simultaneous prediction of IDH mutation and Ki-67 expression in gliomas

Juan Du, Linsha Yang, [ ... ], Tao Zheng

Decoding visual object recognition from EEG signals

Yiwen Kang, Mehdy Dousty, Farnaz Khodami, Ervin Sejdić

Bayesian Uncertainty-aware Deep Learning with noisy labels: Tackling annotation ambiguity in EEG seizure detection

Deeksha M. Shama, Archana Venkataraman

Bridging the biomass data gap: A literature-based Length-Weight Relationship framework for estimating representative dry weights of freshwater invertebrates in Korean rivers

Jaehoon Yeom, Minji Kim, Sang Don Kim

Comparative modeling of mixed cardiopulmonary sounds in a low-resource paired dataset: Discrimination, calibration, and operating-point behavior

Runchen Cai

Optimized feature selection and zero-parameter channel attention BiLSTM for RPL-attack classification in IoT networks

Sudha Rani Unnam, Kareemulla Shaik

Tree ring segmentation performance in highly disturbed trees using deep learning

Joe David Zambrano-Suárez, Jorge Pérez-Martín, Alberto Muñoz-Torrero Manchado, Juan Antonio Ballesteros Cánovas

Best-first search–based approach for mining top-k closed frequent itemsets from uncertain databases

Nguyen Le, Huy Vo, Thien Nguyen

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