Nadia Nedjah

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 100

Top Venues

LASCAS

Int. J. Bio Inspired Comput.

Neurocomputing

Appl. Soft Comput.

Publications

Nadia Nedjah, Luiza de Macedo Mourelle, Tarso Mesquita Machado
Weightless Neural Networks Based on Multi-valued Probabilistic Logic for Node for the Handwritten Digit Classification. IEA/AIE (2024)
Ricardo de A. Araújo, Paulo S. G. de Mattos Neto, Nadia Nedjah, Sérgio C. B. Soares
On the Sea Surface Temperature Forecasting Problem with Deep Dilation-Erosion-Linear Models. Big Data Res. 36 (2024)
Alexandre B. Z. de França, Fernanda D. V. R. Oliveira, José Gabriel R. C. Gomes, Nadia Nedjah
Hardware designs for convolutional neural networks: Memoryful, memoryless and cached. Integr. 94 (2024)
Luiza de Macedo Mourelle, Nadia Nedjah, Alexandre Nietupski Cardoso
Parallel Implementation of a Convolutional Neural Network on an MPSoC. IEA/AIE (2024)
Zhili Zhou, Akshat Gaurav, B. B. Gupta, Hédi Hamdi, Nadia Nedjah
A statistical approach to secure health care services from DDoS attacks during COVID-19 pandemic. Neural Comput. Appl. 36 (1) (2024)
Nadia Nedjah, Sérgio de Souza Raposo, Luiza de Macedo Mourelle
Dedicated hardware design for efficient quantum computations using classical logic gates. J. Supercomput. 80 (5) (2024)
Ricardo de A. Araújo, Paulo S. G. de Mattos Neto, Nadia Nedjah, Sérgio Castelo Branco Soares
An error correction system for sea surface temperature prediction. Neural Comput. Appl. 35 (16) (2023)
Yun Xie, Peng Li, Nadia Nedjah, Brij B. Gupta, David Taniar, Jindan Zhang
Privacy protection framework for face recognition in edge-based Internet of Things. Clust. Comput. 26 (5) (2023)
Nadia Nedjah, Alexandre de Vasconcelos Cardoso, Yuri Marchetti Tavares, Luiza de Macedo Mourelle, Brij Bhooshan Gupta, Varsha Arya
Co-Design Dedicated System for Efficient Object Tracking Using Swarm Intelligence-Oriented Search Strategies. Sensors 23 (13) (2023)
Kwok Tai Chui, Brij B. Gupta, Jiaqi Liu, Varsha Arya, Nadia Nedjah, Ammar Almomani, Priyanka Chaurasia
A Survey of Internet of Things and Cyber-Physical Systems: Standards, Algorithms, Applications, Security, Challenges, and Future Directions. Inf. 14 (7) (2023)
Feng Ye, Xinjun Sheng, Nadia Nedjah, Jun Sun, Peng Zhang
A Benchmark for Performance Evaluation of a Multi-Model Database vs. Polyglot Persistence. J. Database Manag. 34 (3) (2023)
Luigi Maciel Ribeiro, Nadia Nedjah, Paulo Victor R. de Carvalho
More Precise SLAM Using Controlled Filter Augmented with Active Perception. ICCSA (Workshops 1) (2023)
Nadia Nedjah, Sérgio de Souza Raposo, Luiza de Macedo Mourelle
Concise Memory Organization for a Customizable Hardware Design of a Quantum Coprocessor. LASCAS (2023)
Maamar Bougherara, Nadia Nedjah, Djamel Bennouar, Luiza de Macedo Mourelle
Routing in 3D NoCs Using Genetic Algorithm and Particle Swarm Optimization. ICCSA (Workshops 1) (2023)
Jun Sun, Feng Ye, Nadia Nedjah, Ming Zhang, Dong Xu
Workload-Aware Performance Tuning for Multimodel Databases Based on Deep Reinforcement Learning. Int. J. Intell. Syst. 2023 (2023)
B. B. Gupta, Varun Prajapati, Nadia Nedjah, Pandi Vijayakumar, Ahmed A. Abd El-Latif, Xiaojun Chang
Machine learning and smart card based two-factor authentication scheme for preserving anonymity in telecare medical information system (TMIS). Neural Comput. Appl. 35 (7) (2023)
Nadia Nedjah, Alejandra Bonilla, Luiza de Macedo Mourelle
Automatic speech recognition of Portuguese phonemes using neural networks ensemble. Expert Syst. Appl. 229 (Part A) (2023)
Feng Ye, Yang Li, Xiwen Wang, Nadia Nedjah, Peng Zhang, Hong Shi
Parameters tuning of multi-model database based on deep reinforcement learning. J. Intell. Inf. Syst. 61 (1) (2023)
Nadia Nedjah, Igor Santos, Luiza de Macedo Mourelle
Sentiment analysis using convolutional neural network via word embeddings. Evol. Intell. 15 (4) (2022)
Nadia Nedjah, Luiza de Macedo Mourelle, Marcelo Silveira Dantas Lizarazu
Mathematical Modeling of Cooling Towers-Based Refrigeration Systems for Energy Efficiency Optimization. ICCSA (Workshops 1) (2022)
He Xu, Mingtao Guo, Nadia Nedjah, Jindan Zhang, Peng Li
Vehicle and Pedestrian Detection Algorithm Based on Lightweight YOLOv3-Promote and Semi-Precision Acceleration. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
B. B. Gupta, Pooja Chaudhary, Xiaojun Chang, Nadia Nedjah
Smart defense against distributed Denial of service attack in IoT networks using supervised learning classifiers. Comput. Electr. Eng. 98 (2022)
Zhili Zhou, Brij Bhooshan Gupta, Akshat Gaurav, Yujiang Li, Miltiadis D. Lytras, Nadia Nedjah
An Efficient and Secure Identity-Based Signature System for Underwater Green Transport System. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Nadia Nedjah, Victor Ribeiro de Azevedo, Luiza de Macedo Mourelle
Client profile prediction using convolutional neural networks for efficient recommendation systems in the context of smart factories. Enterp. Inf. Syst. 16 (10-11) (2022)
Marcos Santana Farias, Nadia Nedjah, Paulo Victor R. de Carvalho
Active redundant hardware architecture for increased reliability in FPGA-based nuclear reactors critical systems. Microprocess. Microsystems 90 (2022)
Nadia Nedjah, Luiza de Macedo Mourelle, Marcelo Silveira Dantas Lizarazu
Mathematical Modeling of Chiller-Based Refrigeration Systems for Energy Efficiency Optimization. ICCSA (Workshops 1) (2022)
Claver P. Soto, Gustavo M. S. Nunes, José Gabriel R. C. Gomes, Nadia Nedjah
Application-specific word embeddings for hate and offensive language detection. Multim. Tools Appl. 81 (19) (2022)
Feng Ye, Jun Sun, Zeyin Du, Nadia Nedjah, Wei Liu, Lin Lan
Efficient data replay mechanism of sensor stream data based on concurrent buffer pool. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue 10, Part B) (2022)
André S. Pereira, Leonardo O. Mazza, Pedro C. C. Pinto, José Gabriel R. C. Gomes, Nadia Nedjah, Daniel F. Vanzan, Alexandre S. Pyrrho, Juliana G. M. Soares
detection in blood samples. Int. J. Bio Inspired Comput. 19 (1) (2022)
Narina Thakur, Sunil K. Singh, Akash Gupta, Kunal Jain, Rachna Jain, Dragan Perakovic, Nadia Nedjah, Marjan Kuchaki Rafsanjani
A Novel CNN, Bidirectional Long-Short Term Memory, and Gated Recurrent Unit-Based Hybrid Approach for Human Activity Recognition. Int. J. Softw. Sci. Comput. Intell. 14 (1) (2022)
Nadia Nedjah, Luiza de Macedo Mourelle, Pedro Jorge Albuquerque de Oliveira
Bio-Inspired Scan Matching for Efficient Simultaneous Localization and Mapping. ICCSA (4) (2021)
Alexandre B. Z. de França, Fernanda D. V. R. Oliveira, José Gabriel Rodríguez Carneiro Gomes, Nadia Nedjah
Non-Memoryless vs. Memoryless Hardware Architectures for Convolutional Neural Networks. LASCAS (2021)
Nadia Nedjah, Luiza de Macedo Mourelle, Reinaldo Gomes Morais
Inspiration-wise swarm intelligence meta-heuristics for continuous optimisation: a survey - part III. Int. J. Bio Inspired Comput. 17 (4) (2021)
Nadia Nedjah, Luigi Maciel Ribeiro, Luiza de Macedo Mourelle
Communication optimization for efficient dynamic task allocation in swarm robotics. Appl. Soft Comput. 105 (2021)
Jindan Zhang, Chuan Lin, Urszula Ogiela, Nadia Nedjah, Arun Kumar Sangaiah, Xuan Wang
Improved publicly verifiable auditing protocol for cloud storage. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Nadia Nedjah, Luiza de Macedo Mourelle, Pedro Jorge Albuquerque de Oliveira
Simultaneous localization and mapping using swarm intelligence based methods. Expert Syst. Appl. 159 (2020)
Maamar Bougherara, Nadia Nedjah, Djamel Bennouar, Rebiha Kemcha, Luiza de Macedo Mourelle
Application Mapping onto 3D NoCs Using Differential Evolution. ICCSA (3) (2020)
Nadia Nedjah, Luiza de Macedo Mourelle, Reinaldo Gomes Morais
Inspiration-wise swarm intelligence meta-heuristics for continuous optimisation: a survey - part II. Int. J. Bio Inspired Comput. 16 (4) (2020)
Nadia Nedjah, Luigi Maciel Ribeiro, Luiza de Macedo Mourelle
Communication Optimization for Efficient Dynamic Task Allocation in Swarm Robotics. BIOMA (2020)
Cesar Affonso de Pinho Pinheiro, Nadia Nedjah, Luiza de Macedo Mourelle
Detection and classification of pulmonary nodules using deep learning and swarm intelligence. Multim. Tools Appl. 79 (21-22) (2020)
Victor Ribeiro de Azevedo, Nadia Nedjah, Luiza de Macedo Mourelle
Identification of Client Profile Using Convolutional Neural Networks. ICCSA (3) (2020)
Marcos Santana Farias, Nadia Nedjah, Paulo Victor R. de Carvalho
Active Redundant Hardware Architecture for Increased Reliability in FPGA-Based Nuclear Reactors Critical Systems. DSD (2020)
Nadia Nedjah, Luiza de Macedo Mourelle, Reinaldo Gomes Morais
Inspiration-wise swarm intelligence meta-heuristics for continuous optimisation: a survey - part I. Int. J. Bio Inspired Comput. 15 (4) (2020)
Reinaldo Gomes Morais, Nadia Nedjah, Luiza de Macedo Mourelle
A novel metaheuristic inspired by Hitchcock birds' behavior for efficient optimization of large search spaces of high dimensionality. Soft Comput. 24 (8) (2020)
Rebiha Kemcha, Nadia Nedjah, Amin Riad Maouche, Maamar Bougherara
Evolutionary Design of Approximate Sequential Circuits at RTL Using Particle Swarm Optimization. ICCSA (2) (2019)
Maamar Bougherara, Nadia Nedjah, Djamel Bennouar, Rebiha Kemcha, Luiza de Macedo Mourelle
Efficient Application Mapping onto Three-Dimensional Network-on-Chips Using Multi-Objective Particle Swarm Optimization. ICCSA (2) (2019)
Alexandre de Vasconcelos Cardoso, Nadia Nedjah, Luiza de Macedo Mourelle
Accelerating Template Matching for Efficient Object Tracking. LASCAS (2019)
Marcos Santana Farias, Nadia Nedjah, Paulo Victor R. de Carvalho
Resilient Hardware Design for Critical Systems. LASCAS (2019)
Nadia Nedjah, Luneque Silva Junior
Review of methodologies and tasks in swarm robotics towards standardization. Swarm Evol. Comput. 50 (2019)
Cesar Affonso de Pinho Pinheiro, Nadia Nedjah, Luiza de Macedo Mourelle
Lung Nodule Diagnosis via Deep Learning and Swarm Intelligence. ICCS (2) (2019)
Ricardo de A. Araújo, Nadia Nedjah, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
A deep increasing-decreasing-linear neural network for financial time series prediction. Neurocomputing 347 (2019)
Yuri Marchetti Tavares, Nadia Nedjah, Luiza de Macedo Mourelle
Using Neural Networks and Hough Transform for Leukocytes Differentiation in Blood Count Images. ICCSA (2) (2019)
Nadia Nedjah, Rafael Soares Wyant, Luiza de Macedo Mourelle, Brij B. Gupta
Efficient fingerprint matching on smart cards for high security and privacy in smart systems. Inf. Sci. 479 (2019)
Ricardo de A. Araújo, Nadia Nedjah, José Manoel de Seixas, Adriano L. I. Oliveira, Silvio Romero de Lemos Meira
Evolutionary-morphological learning machines for high-frequency financial time series prediction. Swarm Evol. Comput. 42 (2018)
Alexandre de Vasconcelos Cardoso, Yuri Marchetti Tavares, Nadia Nedjah, Luiza de Macedo Mourelle
Co-Design System for Template Matching Using Dedicated Co-Processor and Cuckoo Search. Int. J. Swarm Intell. Res. 9 (1) (2018)
Brij B. Gupta, Arun Kumar Sangaiah, Nadia Nedjah, Shingo Yamaguchi, Zhiyong Zhang, Michael Sheng
Recent research in computational intelligence paradigms into security and privacy for online social networks (OSNs). Future Gener. Comput. Syst. 86 (2018)
Reinaldo Gomes Morais, Luiza de Macedo Mourelle, Nadia Nedjah
Hitchcock Birds Inspired Algorithm. ICCCI (2) (2018)
Xu An Wang, Nadia Nedjah, Arun Kumar Sangaiah, Chun Shan, Zuliang Wang
Outsourcing Online/offline Proxy Re-encryption for Mobile Cloud Storage Sharing. 3PGCIC (2018)
Alexandre de Vasconcelos Cardoso, Nadia Nedjah, Luiza de Macedo Mourelle
Hardware/Software Co-design for Template Matching Using Cuckoo Search Optimization. IEA/AIE (2018)
Xu An Wang, Arun Kumar Sangaiah, Nadia Nedjah, Chun Shan, Zuliang Wang
On the Security of a CCA-Secure Timed-Release Conditional Proxy Broadcast Re-encryption Scheme. 3PGCIC (2018)
Maamar Bougherara, Nadia Nedjah, Djamel Bennouar, Rym Rahmoun, Amel Sadok, Luiza de Macedo Mourelle
Core/Task Associations for Efficient Application Implementation on Network-on-Chip. ICCA (2018)
Joelmir Ramos, Nadia Nedjah, Luiza de Macedo Mourelle, Brij B. Gupta
Visual data mining for crowd anomaly detection using artificial bacteria colony. Multim. Tools Appl. 77 (14) (2018)
Nadia Nedjah, Heloisa Dina Bezerra, Luiza de Macedo Mourelle
Automatic generation of harmonious music using cellular automata based hardware design. Integr. 62 (2018)
Maamar Bougherara, Nadia Nedjah, Luiza de Macedo Mourelle, Rym Rahmoun, Amel Sadok, Djamel Bennouar
IP assignment for efficient NoC-based system design using multi-objective particle swarm optimisation. Int. J. Bio Inspired Comput. 12 (4) (2018)
Alexandre de Vasconcelos Cardoso, Nadia Nedjah, Luiza de Macedo Mourelle, Yuri Marchetti Tavares
Co-design system for template matching using dedicated co-processor and modified elephant herding optimization. LASCAS (2018)
Yuri Marchetti Tavares, Nadia Nedjah, Luiza de Macedo Mourelle
Embedded implementation of template matching using correlation and particle swarm optimisation. Int. J. Bio Inspired Comput. 11 (2) (2018)
Yuri Marchetti Tavares, Nadia Nedjah, Luiza de Macedo Mourelle
Tracking Patterns with Particle Swarm Optimization and Genetic Algorithms. Int. J. Swarm Intell. Res. 8 (2) (2017)
Yuri Marchetti Tavares, Nadia Nedjah, Luiza de Macedo Mourelle
Co-design system for template matching using dedicated co-processor and particle swarm optimization. LASCAS (2017)
Diana A. Bonilla, Nadia Nedjah, Luiza de Macedo Mourelle
Online phoneme recognition using multi-layer perceptron networks combined with recurrent non-linear autoregressive neural networks with exogenous inputs. Neurocomputing 265 (2017)
Alan Oliveira de Sá, Nadia Nedjah, Luiza de Macedo Mourelle
Distributed and resilient localization algorithm for Swarm Robotic Systems. Appl. Soft Comput. 57 (2017)
Nicolás Bulla Cruz, Nadia Nedjah, Luiza de Macedo Mourelle
Robust distributed spatial clustering for swarm robotic based systems. Appl. Soft Comput. 57 (2017)
Joelmir Ramos, Nadia Nedjah, Luiza de Macedo Mourelle
Crowd Anomaly Detection Based on Optical Flow, Artificial Bacteria Colony and Kohonen's Neural Network. ICCSA (2) (2017)
Nadia Nedjah, Rogério De Moraes Calazan, Luiza de Macedo Mourelle
A Fine-Grained Parallel Particle Swarm Optimization on Many-core and Multi-core Architectures. PaCT (2017)
Nadia Nedjah, Rafael Soares Wyant, Luiza de Macedo Mourelle, Brij B. Gupta
Efficient yet robust biometric iris matching on smart cards for data high security and privacy. Future Gener. Comput. Syst. 76 (2017)
Joelmir Ramos da Costa, Nadia Nedjah, Luiza de Macedo Mourelle, Daniel Ramos da Costa
Crowd abnormal detection using artificial bacteria colony and Kohonen's neural network. LA-CCI (2017)
Arun Kumar Sangaiah, Nadia Nedjah, Zhiyong Zhang
Introduction to the special section on Recent Trends in Embedded Technologies and Wearable Systems: Computational Intelligence Solutions. Comput. Electr. Eng. 61 (2017)
Rogério M. Calazan, Orlando C. Rodríguez, Nadia Nedjah
Parallel Ray Tracing for Underwater Acoustic Predictions. ICCSA (1) (2017)
Luneque Silva Junior, Nadia Nedjah
Wave algorithm applied to collective navigation of robotic swarms. Appl. Soft Comput. 57 (2017)
Nadia Nedjah, Luiza de Macedo Mourelle, Fernando Buarque, Chao Wang
New trends for pattern recognition: Theory and applications. Neurocomputing 265 (2017)
Igor Santos, Nadia Nedjah, Luiza de Macedo Mourelle
Sentiment analysis using convolutional neural network with fastText embeddings. LA-CCI (2017)
Nadia Nedjah, Luiza de Macedo Mourelle
Encodings and genetic operators for efficient evolutionary design of digital circuits. Int. J. Bio Inspired Comput. 9 (4) (2017)
Nadia Nedjah, Plamen Angelov, Oscar Castillo, Luiza de Macedo Mourelle, Chao Wang
Editorial Soft Computing Applied to Swarm Robotics. Appl. Soft Comput. 57 (2017)
Nadia Nedjah, Rafael Soares Wyant, Luiza de Macedo Mourelle
Efficient biometric palm-print matching on smart-cards for high security and privacy. Multim. Tools Appl. 76 (21) (2017)
Luneque Del Rio de Souza e Silva Junior, Nadia Nedjah
Distributed strategy for robots recruitment in swarm-based systems. Int. J. Bio Inspired Comput. 8 (2) (2016)
Nadia Nedjah, Felipe P. da Silva, Alan Oliveira de Sá, Luiza de Macedo Mourelle, Diana A. Bonilla
A massively parallel pipelined reconfigurable design for M-PLN based neural networks for efficient image classification. Neurocomputing 183 (2016)
Rafael Mathias de Mendonça, Nadia Nedjah, Luiza de Macedo Mourelle
Efficient distributed algorithm of dynamic task assignment for swarm robotics. Neurocomputing 172 (2016)
Yuri Marchetti Tavares, Nadia Nedjah, Luiza de Macedo Mourelle
Hardware/software co-design system for template matching using Particle Swarm Optimization and Pearson's Correlation Coefficient. LA-CCI (2016)
Nadia Nedjah, Rogério De Moraes Calazan, Luiza de Macedo Mourelle
Particle, Dimension and Cooperation-Oriented PSO Parallelization Strategies for Efficient High-Dimension Problem Optimizations on Graphics Processing Units. Comput. J. 59 (6) (2016)
Nadia Nedjah, Luiza de Macedo Mourelle, Chao Wang
A Parallel Yet Pipelined Architecture for Efficient Implementation of the Advanced Encryption Standard Algorithm on Reconfigurable Hardware. Int. J. Parallel Program. 44 (6) (2016)
Diana A. Bonilla Cardona, Nadia Nedjah, Luiza de Macedo Mourelle
Online pattern recognition for Portuguese phonemes using Multi-layer Perceptron combined with recurrent non-linear autoregressive Neural Networks with exogenous inputs. LA-CCI (2016)
Nadia Nedjah, Rogério De Moraes Calazan, Luiza de Macedo Mourelle, Chao Wang
Parallel Implementations of the Cooperative Particle Swarm Optimization on Many-core and Multi-core Architectures. Int. J. Parallel Program. 44 (6) (2016)
Alan Oliveira de Sá, Nadia Nedjah, Luiza de Macedo Mourelle
Distributed efficient localization in swarm robotic systems using swarm intelligence algorithms. Neurocomputing 172 (2016)
Alan Oliveira de Sá, Nadia Nedjah, Luiza de Macedo Mourelle
Distributed efficient localization in swarm robotics using Min-Max and Particle Swarm Optimization. Expert Syst. Appl. 50 (2016)
Alan Oliveira de Sá, Nadia Nedjah, Luiza de Macedo Mourelle, Leandro dos Santos Coelho
Multi-hop Localization Method Based on Tribes Algorithm. ICCSA (5) (2016)
Nadia Nedjah, Felipe Maia Galvão França, Massimo De Gregorio, Luiza de Macedo Mourelle
Weightless neural systems. Neurocomputing 183 (2016)
Chao Wang, Nadia Nedjah, Luiza de Macedo Mourelle, Aili Wang
Preface to the Special Issue on Sequential Code Parallelization. Int. J. Parallel Program. 44 (6) (2016)
Nadia Nedjah, Luiza de Macedo Mourelle
Distributed learning algorithms for swarm robotics. Neurocomputing 172 (2016)
Yuri Marchetti Tavares, Nadia Nedjah, Luiza de Macedo Mourelle
Embedded Implementation of Template Matching Using Correlation and Particle Swarm Optimization. ICCSA (2) (2016)
Chao Wang, Xi Li, Xuehai Zhou, Aili Wang, Nadia Nedjah
Soft computing in big data intelligent transportation systems. Appl. Soft Comput. 38 (2016)
Luneque Silva Junior, Nadia Nedjah
Efficient Strategy for Collective Navigation Control in Swarm Robotics. ICCS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nadia Nedjah