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Neural Computing and Applications

Issue 27/2023

Content (43 Articles)


Machine learning models for forecasting water demand for the Metropolitan Region of Salvador, Bahia

Edmilson dos Santos de Jesus, Gecynalda Soares da Silva Gomes

Original Article

Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems

Mohammed Elmahdi Khennour, Abdelhamid Bouchachia, Mohammed Lamine Kherfi, Khadra Bouanane

Original Article

TVA-GAN: attention guided generative adversarial network for thermal to visible image transformations

Nand Kumar Yadav, Satish Kumar Singh, Shiv Ram Dubey

Original Article

Multi-agent air combat with two-stage graph-attention communication

Zhixiao Sun, Huahua Wu, Yandong Shi, Xiangchao Yu, Yifan Gao, Wenbin Pei, Zhen Yang, Haiyin Piao, Yaqing Hou

Original Article

Controllable lyrics-to-melody generation

Zhe Zhang, Yi Yu, Atsuhiro Takasu

Original Article

Expert demonstrations guide reward decomposition for multi-agent cooperation

Liu Weiwei, Jing Wei, Liu Shanqi, Ruan Yudi, Zhang Kexin, Yang Jiang, Liu Yong

Original Article

Learning to colorize near-infrared images with limited data

Yu Liu, Zhe Guo, Haojie Guo, Huaxin Xiao

Original Article

Recognizing factors effecting the use of mobile banking apps through sentiment and thematic analysis on user reviews

Toqeer Mahmood, Saba Naseem, Rehan Ashraf, Muhammad Asif, Muhammad Umair, Mohsin Shah

Original Article

A novel optimal controller using mayfly optimization algorithm for automatic voltage regulator system

Bora Çavdar, Erdinç Şahin, Ömür Akyazı, Fatih Mehmet Nuroğlu

Original Article

An enhanced binary artificial rabbits optimization for feature selection in medical diagnosis

Mohammed A. Awadallah, Malik Shehadeh Braik, Mohammed Azmi Al-Betar, Iyad Abu Doush

Original Article

Learning a data-efficient model for a single agent in homogeneous multi-agent systems

Anton Gurevich, Eran Bamani, Avishai Sintov

Original Article

BoW-based neural networks vs. cutting-edge models for single-label text classification

Hassan I. Abdalla, Ali A. Amer, Sri Devi Ravana

Original Article

Multi-camera person re-identification using spatiotemporal context modeling

Fatima Zulfiqar, Usama Ijaz Bajwa, Rana Hammad Raza

Open Access Original Article

Importance attribution in neural networks by means of persistence landscapes of time series

Aina Ferrà, Carles Casacuberta, Oriol Pujol

Original Article

Multi-scale network with shared cross-attention for audio–visual correlation learning

Jiwei Zhang, Yi Yu, Suhua Tang, Wei Li, Jianming Wu

Open Access Original Article

Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation

Lian Xu, Mohammed Bennamoun, Farid Boussaid, Wanli Ouyang, Dan Xu

Open Access Original Article

Degramnet: effective audio analysis based on a fully learnable time–frequency representation

Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento

Original Article

Multi-graph embedding for partial label learning

Hongyan Li, Chi Man Vong, Zhonglin Wan

Original Article

Bio-inspired machine learning: programmed death and replication

Andrey Grabovsky, Vitaly Vanchurin

Open Access Original Article

T2RFIS: type-2 regression-based fuzzy inference system

Krzysztof Wiktorowicz

Open Access Original Article

All-in-one picture: visual summary of items in a recommender system

Pablo Pérez-Núñez, Jorge Díez, Beatriz Remeseiro, Oscar Luaces, Antonio Bahamonde

Original Article

Multi-stage Deep Convolutional Neural Network for Histopathological Analysis of Osteosarcoma

A. Jayachandran, S. Ganesh, S. Ratheesh Kumar

Open Access Correction

Correction to: Multi-level context-driven interaction modeling for human future trajectory prediction

Zhiquan He, Hao Sun, Wenming Cao, Henry Z. He

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