Ausgabe 5/2024
Inhalt (43 Artikel)
- Review
Advancing Medical Imaging Through Generative Adversarial Networks: A Comprehensive Review and Future Prospects
Abiy Abinet Mamo, Bealu Girma Gebresilassie, Aniruddha Mukherjee, Vikas Hassija, Vinay Chamola
Enhanced Android Ransomware Detection Through Hybrid Simultaneous Swarm-Based Optimization
Moutaz Alazab, Ruba Abu Khurma, David Camacho, Alejandro Martín
Effect of Leakage Delays on Bifurcation in Fractional-Order Bidirectional Associative Memory Neural Networks with Five Neurons and Discrete Delays
Yangling Wang, Jinde Cao, Chengdai Huang
- Research
Twin Bounded Support Vector Machine with Capped Pinball Loss
Huiru Wang, Xiaoqing Hong, Siyuan Zhang
Quasi-projective Synchronization Control of Delayed Stochastic Quaternion-Valued Fuzzy Cellular Neural Networks with Mismatched Parameters
Xiaofang Meng, Yu Fei, Zhouhong Li
Learning from Failure: Towards Developing a Disease Diagnosis Assistant That Also Learns from Unsuccessful Diagnoses
Abhisek Tiwari, Swarna S, Sriparna Saha, Pushpak Bhattacharyya, Minakshi Dhar, Sarbajeet Tiwari
- Research
Intelligent Fisheries: Cognitive Solutions for Improving Aquaculture Commercial Efficiency Through Enhanced Biomass Estimation and Early Disease Detection
Kanwal Aftab, Linda Tschirren, Boris Pasini, Peter Zeller, Bostan Khan, Muhammad Moazam Fraz
- Research
Detection of Cardiovascular Diseases Using Data Mining Approaches: Application of an Ensemble-Based Model
Mojdeh Nazari, Hassan Emami, Reza Rabiei, Azamossadat Hosseini, Shahabedin Rahmatizadeh
RA-Net: Region-Aware Attention Network for Skin Lesion Segmentation
Asim Naveed, Syed S. Naqvi, Shahzaib Iqbal, Imran Razzak, Haroon Ahmed Khan, Tariq M. Khan
Investigating the Influence of Scene Video on EEG-Based Evaluation of Interior Sound in Passenger Cars
Liping Xie, Zhien Liu, Yi Sun, Yawei Zhu
Efficient Deep Learning Approach for Diagnosis of Attention-Deficit/Hyperactivity Disorder in Children Based on EEG Signals
Hamid Jahani, Ali Asghar Safaei
Editorial: What AI and Neuroscience Can Learn from Each Other—Open Problems in Models and Theories
Asim Roy, Ali A. Minai, Jean-Philippe Thivierge, Tsvi Achler, Juyang Weng
Uncovering the Secrets of the Concept of Place in Cognitive Maps Aided by Artificial Intelligence
Jose A. Fernandez-Leon, Gerardo G. Acosta
- Open Access
Neurodynamical Computing at the Information Boundaries of Intelligent Systems
Joseph D. Monaco, Grace M. Hwang
- Open Access
Modularity in Nervous Systems—a Key to Efficient Adaptivity for Deep Reinforcement Learning
Malte Schilling, Barbara Hammer, Frank W. Ohl, Helge J. Ritter, Laurenz Wiskott
Does Deep Learning Have Epileptic Seizures? On the Modeling of the Brain
Damien Depannemaecker, Léo Pio-Lopez, Christophe Gauld
Re-Thinking the Organization of Cortico-Basal Ganglia-Thalamo-Cortical Loops
Javier Baladron, Fred H. Hamker
The Strange and Promising Relationship Between EEG and AI Methods of Analysis
Gregorio Garcia-Aguilar
- Open Access
Convolutionary, Evolutionary, and Revolutionary: What’s Next for Brains, Bodies, and AI?
Peter Stratton
Hyperautomation for Air Quality Evaluations: A Perspective of Evidential Three-way Decision-making
Juanjuan Ding, Chao Zhang, Deyu Li, Arun Kumar Sangaiah
Constructing Three-Way Decision of Rough Fuzzy Sets from the Perspective of Uncertainties
Jie Yang, Xiaoqi Wang, Guoyin Wang, Deyou Xia
A Cognitive Medical Decision Support System for IoT-Based Human-Computer Interface in Pervasive Computing Environment
Haosong Gou, Gaoyi Zhang, Elias Paulino Medeiros, Senthil Kumar Jagatheesaperumal, Victor Hugo C. de Albuquerque
Transforming Conversations with AI—A Comprehensive Study of ChatGPT
Gaurang Bansal, Vinay Chamola, Amir Hussain, Mohsen Guizani, Dusit Niyato
- Research
DFootNet: A Domain Adaptive Classification Framework for Diabetic Foot Ulcers Using Dense Neural Network Architecture
Nishu Bansal, Ankit Vidyarthi
- Open Access
- Review
ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review
Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev, Weizheng Wang, Lewis Nkenyereye
- Open Access
- Research
Federated Constrastive Learning and Visual Transformers for Personal Recommendation
Asma Belhadi, Youcef Djenouri, Fabio Augusto de Alcantara Andrade, Gautam Srivastava
- Research
Vision-Enabled Large Language and Deep Learning Models for Image-Based Emotion Recognition
Mohammad Nadeem, Shahab Saquib Sohail, Laeeba Javed, Faisal Anwer, Abdul Khader Jilani Saudagar, Khan Muhammad
- Research
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Railway Defect Detection
Rahatara Ferdousi, Chunsheng Yang, M. Anwar Hossain, Fedwa Laamarti, M. Shamim Hossain, Abdulmotaleb El Saddik
- Research
Generative Adversarial Network-Assisted Framework for Power Management
Noman Khan, Samee Ullah Khan, Ahmed Farouk, Sung Wook Baik
- Open Access
- Research
Generative AI and Cognitive Computing-Driven Intrusion Detection System in Industrial CPS
Shareeful Islam, Danish Javeed, Muhammad Shahid Saeed, Prabhat Kumar, Alireza Jolfaei, A. K. M. Najmul Islam
- Open Access
- Research
SPEI-FL: Serverless Privacy Edge Intelligence-Enabled Federated Learning in Smart Healthcare Systems
Mahmuda Akter, Nour Moustafa, Benjamin Turnbull
- Open Access
An eXplainable Artificial Intelligence Methodology on Big Data Architecture
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
- Open Access
- Research
ConceptGlassbox: Guided Concept-Based Explanation for Deep Neural Networks
Radwa El Shawi
- Open Access
- Research
Counterfactual Explanations in the Big Picture: An Approach for Process Prediction-Driven Job-Shop Scheduling Optimization
Nijat Mehdiyev, Maxim Majlatow, Peter Fettke
Person Re-identification with Spatial Multi-granularity Feature Exploration for Social Risk Situational Assessment
Mingfu Xiong, Hanmei Chen, Yi Wen, Abdul Khader Jilani Saudagar, Javier Del Ser, Khan Muhammad
- Open Access
Identity, Gender, Age, and Emotion Recognition from Speaker Voice with Multi-task Deep Networks for Cognitive Robotics
Pasquale Foggia, Antonio Greco, Antonio Roberto, Alessia Saggese, Mario Vento
- Open Access
A Perceived Risk Index Leveraging Social Media Data: Assessing Severity of Fire on Microblogging
Carmen De Maio, Giuseppe Fenza, Mariacristina Gallo, Vincenzo Loia, Alberto Volpe
Synergy of Human-Centered AI and Cyber-Physical-Social Systems for Enhanced Cognitive Situation Awareness: Applications, Challenges and Opportunities
Saeed Hamood Alsamhi, Santosh Kumar, Ammar Hawbani, Alexey V. Shvetsov, Liang Zhao, Mohsen Guizani
The Duo of Visual Servoing and Deep Learning-Based Methods for Situation-Aware Disaster Management: A Comprehensive Review
Senthil Kumar Jagatheesaperumal, Mohammad Mehedi Hassan, Md. Rafiul Hassan, Giancarlo Fortino
- Open Access
NeuralPMG: A Neural Polyphonic Music Generation System Based on Machine Learning Algorithms
Tommaso Colafiglio, Carmelo Ardito, Paolo Sorino, Domenico Lofù, Fabrizio Festa, Tommaso Di Noia, Eugenio Di Sciascio
