Decoding cancer prognosis with deep learning: the ASD-cancer framework for tumor microenvironment analysis by Ziyuan Huang, Yunzhan Li, Vanni Bucci, John P. Haran

“…This approach also makes the framework scalable, enabling it to process new data sets through transfer learning without retraining. This commentary explores the methodological innovations and scalability of ASD-cancer while suggesting future directions, such as the incorporation of additional data layers and the development of adaptive AI models through continuous learning. …”
Get full text

Complete sequencing of the mitochondrial genome of tea plant Camellia sinensis cv. ‘Baihaozao’: multichromosomal structure, phylogenetic relationships, and adaptive evolutionary an... by Zhiyin Chen, Zhiyin Chen, Zhiyin Chen, Zhiyin Chen, Zixu Wang, Zixu Wang, Zixu Wang, Zixu Wang, Wei Zhou, Wei Zhou, Wei Zhou, Wei Zhou, Sijie Liu, Sijie Liu, Sijie Liu, Sijie Liu, Yuxin Xiao, Yuxin Xiao, Yuxin Xiao, Yuxin Xiao, Yihui Gong, Yihui Gong, Yihui Gong, Yihui Gong

“…The Ka/Ks results align with the widespread purifying selection observed in mitochondrial genomes, while the high Ka/Ks ratio of the mttB gene suggests it might be under positive selection to adapt to environmental pressures. The evolutionary evidence of inter-organelle gene transfer highlights the homologous sequences between mitochondria and chloroplasts. …”
Get full text

CriSALAD: Robust Visual Place Recognition Using Cross-Image Information and Optimal Transport Aggregation by Jinyi Xu, Yuhang Ming, Minyang Xu, Yaqi Fan, Yuan Zhang, Wanzeng Kong

Get full text

Addressing standardization and semantics in an electronic lab notebook for multidisciplinary use: LabIMotion by Chia-Lin Lin, Pei-Chi Huang, Christof Wöll, Patrick Théato, Christian Kübel, Lena Pilz, Nicole Jung, Stefan Bräse

Get full text

Transductive Radar Clutter Segmentation Network for Ionospheric Inhomogeneity Clutter Suppression by Yuanbiao Li, Lei Yu, Yinsheng Wei

“…The proposed model utilizes transductive transfer learning to adapt knowledge from a source domain to specific target domain conditions of ionospheric clutter. …”
Get full text

Filmowiec nie może działać wyłącznie lokalnie. Z Krzysztofem Zanussim o współpracy z kinematografią niemiecką rozmawia Ewa Ciszewska by Krzysztof Zanussi, Ewa Ciszewska

Get full text

Nano-coolants for thermal enhancement in heat exchangers: A review of prospects, challenges and applications by E.T. Bello, A. Nasir, A.S. Abdulkareem, M.M. Muhammadu, N.A. Musa, J.O. Tijani, Samson Oluwaseyi Bada

“…Performance metrics such as Nusselt number, Reynolds number, heat transfer coefficient and overall heat transfer coefficient are discussed. …”
Get full text

A lightweight and explainable CNN model for empowering plant disease diagnosis by Chiranjit Pal, Swastik Karmakar, Imon Mukherjee, Partha Pratim Chakrabarti

Get full text

Impact of Dead-Time on Resonance in Doubly Fed Induction Generator Under Weak Grid by Zakiud Din, Jianzhong Zhang, Zheng Xu, Yaqian Zhang, Yipeng Song

“…Then, rotor-side impedance is modified by adding the effect of transfer function (impedance) from the distorted voltage to rotor current. …”
Get full text

Peningkatan Performa Pengelompokan Siswa Berdasarkan Aktivitas Belajar pada Media Pembelajaran Digital Menggunakan Metode Adaptive Moving Self-Organizing Maps by Onky Prasetyo, Ahmad Afif Supianto, Syaiful Anam, Hilman Ferdinandus Pardede, Vicky Zilvan, R. Budiarianto Suryo Kusumo

“…The SOM neurons in the input dimension are updated throughout the training process, while the neurons in the output dimension do not get updated at all, this causes the neuron structure used in the initialization stage to remain the same until the end of the grouping process. In this study, the Adaptive Moving Self-Organizing Maps (AMSOM) method uses a more flexible neuron structure, allowing for the transfer, addition and deletion of neurons using 12 assignments of data from MONSAKUN learning media. …”
Get full text

Histamine N-methyltransferase (HNMT) as a potential auxiliary biomarker for predicting adaptability to anti-HER2 drug treatment in breast cancer patients by Tzu-Chun Cheng, Mien-Chie Hung, Lu-Hai Wang, Shih-Hsin Tu, Chih-Hsiung Wu, Yun Yen, Chi-Long Chen, Jacqueline Whang-Peng, Wen-Jui Lee, You-Cheng Liao, Yu-Ching Lee, Min-Hsiung Pan, Hui-Kuan Lin, Huey-En Tzeng, Peixuan Guo, Cheng-Ying Chu, Li-Ching Chen, Yuan-Soon Ho

Get full text

Analysis of Methods for Training Robotic Manipulators to Perform Complex Motion Trajectories by Yurii Senchuk, Fedir Matiko

“…Special emphasis is placed on training efficiency, robot adaptability to new conditions, human-robot interaction, and the transfer of skills from virtual training environments to the real world. …”
Get full text

Construction of a Model for the Cross-Domain Opinion Word Extraction by N. V. Loukachevitch, I. I. Chetviorkin

“…The quality of the obtained sentiment lexicons was evaluated intrinsically on the base of an expert markup and remained on the high level during the model transfer to various domains. Finally, our method is adapted to the movie domain in English and it demonstrated good results.…”
Get full text

Design of Arc Power Supply and Its Control System by ZHOU Cheng, TAO Hongliang, CAO Yang, ZHANG Min, CHEN Jielian, SUN Mao

“…According to requirements of low ripple target and fast current transfer for arc power supply, the main circuit was expounded and the control system base on DSP and CPLD was adopted to improve the performance of arc power supply. …”
Get full text

Circuit Modeling of the Impact of Heavy Charged Particles on Transient Processes in Bipolar Analog Microcircuits by O. V. Dvornikov, V. A. Tchekhovski, I. Yu. Lovshenko, Trong Thanh Nguyen

Get full text

Cross-User Electromyography Pattern Recognition Based on a Novel Spatial-Temporal Graph Convolutional Network by Mengjuan Xu, Xiang Chen, Yuwen Ruan, Xu Zhang

“…The user-independent recognition experiments and the transfer learning-based cross-user recognition experiments verify the advantages of the proposed CNN-MSTGCN network in improving recognition rate and reducing user training burden. …”
Get full text

Acoustic recognition of individuals in closed and open bird populations by Lifi Huang, Rohan H. Clarke, Daniella Teixeira, André Chiaradia, Bernd Meyer

Get full text

Bayesian optimized deep learning and ensemble classification approach for multiclass plant disease identification by Silpa Padmanabhuni, Pradeepini Gera

“…While many existing methods leverage customized neural network architectures or transfer learning, they often suffer from limited accuracy, model interpretability, and dataset imbalance. …”
Get full text

Evaluation of Soil Moisture Retrievals from a Portable L-Band Microwave Radiometer by Runze Zhang, Abhi Nayak, Derek Houtz, Adam Watts, Elahe Soltanaghai, Mohamad Alipour

Get full text

An Intelligent Inspection and Scheduling Algorithm for Integrated Pipe Gallery Based on Cloud Robot by ZHOU Xiwei, SHANG Xiao, SHANG Xinjuan, YAN Maode, WANG Fafa

“…With the cooperation of advanced sensing technology, cloud robot technology for dynamically offloading complex data tasks to cloud processing can improve information transfer efficiency and enhance intelligence level of inspection robot system. …”
Get full text