Works by Simaiya, Sarita

Results: 45

Hybrid DRL-Enhanced ACO-WWO for Efficient Resource Allocation and Load-Balancing in Cloud Computing.

Published in:

International Journal of Computational Intelligence Systems, 2025, v. 18, n. 1, p. 1, doi. 10.1007/s44196-025-00882-9

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Rao, K. B. V. Brahma;
Rao, V. V. R. Maheswara;
Sharma, Yogesh Kumar;
Alroobaea, Roobaea;
Alsufyani, Hamed;
Alsafyani, Majed;
Khan, M. D. Monish

Publication type:

Article

A systematic literature review for load balancing and task scheduling techniques in cloud computing.

Published in:

Artificial Intelligence Review, 2024, v. 57, n. 10, p. 1, doi. 10.1007/s10462-024-10925-w

By:

Devi, Nisha;
Dalal, Sandeep;
Solanki, Kamna;
Dalal, Surjeet;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Nuristani, Nasratullah

Publication type:

Article

Enhancing cloud network security with a trust-based service mechanism using k-anonymity and statistical machine learning approach.

Published in:

Peer-to-Peer Networking & Applications, 2024, v. 17, n. 6, p. 4084, doi. 10.1007/s12083-024-01759-y

By:

Saini, Himani;
Singh, Gopal;
Dalal, Sandeep;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Dalal, Surjeet

Publication type:

Article

Correction: Securing fog computing in healthcare with a zero-trust approach and blockchain.

Published in:

2025

By:

Kaur, Navjeet;
Mittal, Ayush;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Dalal, Surjeet;
Saleem, Kashif;
Ghith, Ehab Seif

Publication type:

Correction Notice

Securing fog computing in healthcare with a zero-trust approach and blockchain.

Published in:

EURASIP Journal on Wireless Communications & Networking, 2025, v. 2025, n. 1, p. 1, doi. 10.1186/s13638-025-02431-6

By:

Kaur, Navjeet;
Mittal, Ayush;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Dalal, Surjeet;
Saleem, Kashif;
Ghith, Ehab Seif

Publication type:

Article

PREDICTIVE ANALYSIS OF HEART DISEASES WITH MACHINE LEARNING APPROACHES.

Published in:

Malaysian Journal of Computer Science, 2022, p. 132, doi. 10.22452/mjcs.sp2022no1.10

By:

T. R., Ramesh;
Lilhore, Umesh Kumar;
M., Poongodi;
Simaiya, Sarita;
Kaur, Amandeep;
Hamdi, Mounir

Publication type:

Article

An Attention‐Driven Hybrid Deep Neural Network for Enhanced Heart Disease Classification.

Published in:

Expert Systems, 2025, v. 42, n. 2, p. 1, doi. 10.1111/exsy.13791

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Alhussein, Musaed;
Dalal, Surjeet;
Aurangzeb, Khursheed;
Hussain, Amir

Publication type:

Article

A depth-controlled and energy-efficient routing protocol for underwater wireless sensor networks.

Published in:

International Journal of Distributed Sensor Networks, 2022, v. 18, n. 9, p. 1, doi. 10.1177/15501329221117118

By:

Lilhore, Umesh Kumar;
Khalaf, Osamah Ibrahim;
Simaiya, Sarita;
Tavera Romero, Carlos Andrés;
Abdulsahib, Ghaida Muttashar;
M, Poongodi;
Kumar, Dinesh

Publication type:

Article

Enhancing thyroid disease prediction with improved XGBoost model and bias management techniques.

Published in:

Multimedia Tools & Applications, 2025, v. 84, n. 16, p. 16757, doi. 10.1007/s11042-024-19713-8

By:

Dalal, Surjeet;
Lilhore, Umesh Kumar;
Faujdar, Neetu;
Simaiya, Sarita;
Agrawal, Akshat;
Rani, Uma;
Mohan, Anand

Publication type:

Article

Unveiling the prevalence and risk factors of early stage postpartum depression: a hybrid deep learning approach.

Published in:

Multimedia Tools & Applications, 2024, v. 83, n. 26, p. 68281, doi. 10.1007/s11042-024-18182-3

By:

Lilhore, Umesh Kumar;
Dalal, Surjeet;
Faujdar, Neetu;
Simaiya, Sarita;
Dahiya, Mamta;
Tomar, Shilpi;
Hashmi, Arshad

Publication type:

Article

A smart waste classification model using hybrid CNN-LSTM with transfer learning for sustainable environment.

Published in:

Multimedia Tools & Applications, 2024, v. 83, n. 10, p. 29505, doi. 10.1007/s11042-023-16677-z

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Dalal, Surjeet;
Damaševičius, Robertas

Publication type:

Article

Prevalence and risk factors analysis of postpartum depression at early stage using hybrid deep learning model.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-54927-8

By:

Lilhore, Umesh Kumar;
Dalal, Surjeet;
Varshney, Neeraj;
Sharma, Yogesh Kumar;
Rao, K. B. V. Brahma;
Rao, V. V. R. Maheswara;
Alroobaea, Roobaea;
Simaiya, Sarita;
Margala, Martin;
Chakrabarti, Prasun

Publication type:

Article

A precise model for skin cancer diagnosis using hybrid U-Net and improved MobileNet-V3 with hyperparameters optimization.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-54212-8

By:

Kumar Lilhore, Umesh;
Simaiya, Sarita;
Sharma, Yogesh Kumar;
Kaswan, Kuldeep Singh;
Rao, K. B. V. Brahma;
Rao, V. V. R. Maheswara;
Baliyan, Anupam;
Bijalwan, Anchit;
Alroobaea, Roobaea

Publication type:

Article

A hybrid cloud load balancing and host utilization prediction method using deep learning and optimization techniques.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-51466-0

By:

Simaiya, Sarita;
Lilhore, Umesh Kumar;
Sharma, Yogesh Kumar;
Rao, K. B. V. Brahma;
Maheswara Rao, V. V. R.;
Baliyan, Anupam;
Bijalwan, Anchit;
Alroobaea, Roobaea

Publication type:

Article

Developing an SDN security model (EnsureS) based on lightweight service path validation with batch hashing and tag verification.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-44701-7

By:

Pradeep, S.;
Sharma, Yogesh Kumar;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Kumar, Abhishek;
Ahuja, Sachin;
Margala, Martin;
Chakrabarti, Prasun;
Chakrabarti, Tulika

Publication type:

Article

Hybrid CNN-LSTM model with efficient hyperparameter tuning for prediction of Parkinson's disease.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-41314-y

By:

Lilhore, Umesh Kumar;
Dalal, Surjeet;
Faujdar, Neetu;
Margala, Martin;
Chakrabarti, Prasun;
Chakrabarti, Tulika;
Simaiya, Sarita;
Kumar, Pawan;
Thangaraju, Pugazhenthan;
Velmurugan, Hemasri

Publication type:

Article

Hybrid model for precise hepatitis-C classification using improved random forest and SVM method.

Published in:

Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-36605-3

By:

Lilhore, Umesh Kumar;
Manoharan, Poongodi;
Sandhu, Jasminder Kaur;
Simaiya, Sarita;
Dalal, Surjeet;
Baqasah, Abdullah M.;
Alsafyani, Majed;
Alroobaea, Roobaea;
Keshta, Ismail;
Raahemifar, Kaamran

Publication type:

Article

Correction to: Comparative analysis of metaheuristic load balancing algorithms for efficient load balancing in cloud computing.

Published in:

2025

By:

Zhou, Jincheng;
Lilhore, Umesh Kumar;
M, Poongodi;
Hai, Tao;
Simaiya, Sarita;
Abang Jawawi, Dayang Norhayati;
Alsekait, Deema Mohammed;
Ahuja, Sachin;
Biamba, Cresantus;
Hamdi, Mounir

Publication type:

Correction Notice

Cloud-edge hybrid deep learning framework for scalable IoT resource optimization.

Published in:

Journal of Cloud Computing (2192-113X), 2025, v. 14, n. 1, p. 1, doi. 10.1186/s13677-025-00729-w

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Sharma, Yogesh Kumar;
Rai, Anjani Kumar;
Padmaja, S. M.;
Nabilal, Khan Vajid;
Kumar, Vimal;
Alroobaea, Roobaea;
Alsufyani, Hamed

Publication type:

Article

Optimizing energy efficiency in MEC networks: a deep learning approach with Cybertwin-driven resource allocation.

Published in:

Journal of Cloud Computing (2192-113X), 2024, v. 13, n. 1, p. 1, doi. 10.1186/s13677-024-00688-8

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Dalal, Surjeet;
Faujdar, Neetu;
Alroobaea, Roobaea;
Alsafyani, Majed;
Baqasah, Abdullah M.;
Algarni, Sultan

Publication type:

Article

Correction: Extremely boosted neural network for more accurate multi-stage Cyber attack prediction in cloud computing environment.

Published in:

2023

By:

Dalal, Surjeet;
Manoharan, Poongodi;
Kumar, Lilhore Umesh;
Seth, Bijeta;
alsekait, Deema Mohammed;
Simaiya, Sarita;
Hamdi, Mounir;
Raahemifar, Kaamran

Publication type:

Correction Notice

Enhanced Convolutional Neural Network Model for Cassava Leaf Disease Identification and Classification.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 4, p. N.PAG, doi. 10.3390/math10040580

By:

Lilhore, Umesh Kumar;
Imoize, Agbotiname Lucky;
Lee, Cheng-Chi;
Simaiya, Sarita;
Pani, Subhendu Kumar;
Goyal, Nitin;
Kumar, Arun;
Li, Chun-Ta

Publication type:

Article

ProtienCNN‐BLSTM: An efficient deep neural network with amino acid embedding‐based model of protein sequence classification and biological analysis.

Published in:

Computational Intelligence, 2024, v. 40, n. 4, p. 1, doi. 10.1111/coin.12696

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Dalal, Surjeet;
Faujdar, Neetu;
Sharma, Yogesh Kumar;
Rao, K. B. V. Brahma;
Maheswara Rao, V. V. R.;
Tomar, Shilpi;
Ghith, Ehab;
Tlija, Mehdi

Publication type:

Article

Hybrid parking space prediction model: integrating ARIMA, Long short-term memory (LSTM), and backpropagation neural network (BPNN) for smart city development.

Published in:

PeerJ Computer Science, 2025, p. 1, doi. 10.7717/peerj-cs.2645

By:

Dahiya, Anchal;
Mittal, Pooja;
Sharma, Yogesh Kumar;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Haq, Mohd Anul;
Aleisa, Mohammed A.;
Alenizi, Abdullah

Publication type:

Article

Improving smart home surveillance through YOLO model with transfer learning and quantization for enhanced accuracy and efficiency.

Published in:

PeerJ Computer Science, 2024, p. 1, doi. 10.7717/peerj-cs.1939

By:

Dalal, Surjeet;
Lilhore, Umesh Kumar;
Sharma, Nidhi;
Arora, Shakti;
Simaiya, Sarita;
Ayadi, Manel;
Almujally, Nouf Abdullah;
Ksibi, Amel

Publication type:

Article

Hybrid Model for Detection of Cervical Cancer Using Causal Analysis and Machine Learning Techniques.

Published in:

Computational & Mathematical Methods in Medicine, 2022, p. 1, doi. 10.1155/2022/4688327

By:

Lilhore, Umesh Kumar;
Poongodi, M.;
Kaur, Amandeep;
Simaiya, Sarita;
Algarni, Abeer D.;
Elmannai, Hela;
Vijayakumar, V.;
Tunze, Godwin Brown;
Hamdi, Mounir

Publication type:

Article

HIDM: Hybrid Intrusion Detection Model for Industry 4.0 Networks Using an Optimized CNN-LSTM with Transfer Learning.

Published in:

Sensors (14248220), 2023, v. 23, n. 18, p. 7856, doi. 10.3390/s23187856

By:

Lilhore, Umesh Kumar;
Manoharan, Poongodi;
Simaiya, Sarita;
Alroobaea, Roobaea;
Alsafyani, Majed;
Baqasah, Abdullah M.;
Dalal, Surjeet;
Sharma, Ashish;
Raahemifar, Kaamran

Publication type:

Article

An Efficient Brain Tumor Segmentation Method Based on Adaptive Moving Self-Organizing Map and Fuzzy K-Mean Clustering.

Published in:

Sensors (14248220), 2023, v. 23, n. 18, p. 7816, doi. 10.3390/s23187816

By:

Dalal, Surjeet;
Lilhore, Umesh Kumar;
Manoharan, Poongodi;
Rani, Uma;
Dahan, Fadl;
Hajjej, Fahima;
Keshta, Ismail;
Sharma, Ashish;
Simaiya, Sarita;
Raahemifar, Kaamran

Publication type:

Article

Design and Implementation of an ML and IoT Based Adaptive Traffic-Management System for Smart Cities.

Published in:

Sensors (14248220), 2022, v. 22, n. 8, p. N.PAG, doi. 10.3390/s22082908

By:

Lilhore, Umesh Kumar;
Imoize, Agbotiname Lucky;
Li, Chun-Ta;
Simaiya, Sarita;
Pani, Subhendu Kumar;
Goyal, Nitin;
Kumar, Arun;
Lee, Cheng-Chi

Publication type:

Article

Gait-based Parkinson's disease diagnosis and severity classification using force sensors and machine learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-024-83357-9

By:

Navita;
Mittal, Pooja;
Sharma, Yogesh Kumar;
Rai, Anjani Kumar;
Simaiya, Sarita;
Lilhore, Umesh Kumar;
Kumar, Vimal

Publication type:

Article

Retraction Note: Hybrid CNN-LSTM model with efficient hyperparameter tuning for prediction of Parkinson's disease.

Published in:

2024

By:

Lilhore, Umesh Kumar;
Dalal, Surjeet;
Faujdar, Neetu;
Margala, Martin;
Chakrabarti, Prasun;
Chakrabarti, Tulika;
Simaiya, Sarita;
Kumar, Pawan;
Thangaraju, Pugazhenthan;
Velmurugan, Hemasri

Publication type:

Correction Notice

Intelligence model on sequence-based prediction of PPI using AISSO deep concept with hyperparameter tuning process.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-72558-x

By:

Thareja, Preeti;
Chhillar, Rajender Singh;
Dalal, Sandeep;
Simaiya, Sarita;
Lilhore, Umesh Kumar;
Alroobaea, Roobaea;
Alsafyani, Majed;
Baqasah, Abdullah M.;
Algarni, Sultan

Publication type:

Article

Author Correction: Hybrid CNN-LSTM model with efficient hyperparameter tuning for prediction of Parkinson's disease.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-59648-6

By:

Lilhore, Umesh Kumar;
Dalal, Surjeet;
Faujdar, Neetu;
Margala, Martin;
Chakrabarti, Prasun;
Chakrabarti, Tulika;
Simaiya, Sarita;
Kumar, Pawan;
Thangaraju, Pugazhenthan;
Velmurugan, Hemasri

Publication type:

Article

SkinEHDLF a hybrid deep learning approach for accurate skin cancer classification in complex systems.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-98205-7

By:

Lilhore, Umesh Kumar;
Sharma, Yogesh Kumar;
Simaiya, Sarita;
Alroobaea, Roobaea;
Baqasah, Abdullah M.;
Alsafyani, Majed;
Alhazmi, Afnan

Publication type:

Article

A multi-objective approach to load balancing in cloud environments integrating ACO and WWO techniques.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-96364-1

By:

Lilhore, Umesh Kumar;
Simaiya, Sarita;
Prajapati, Yogendra Narayan;
Rai, Anjani Kumar;
Ghith, Ehab Seif;
Tlija, Mehdi;
Lamoudan, Tarik;
Abdelhamid, Abdelaziz A.

Publication type:

Article

A novel hybrid framework for efficient higher order ODE solvers using neural networks and block methods.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-90556-5

By:

Murugesh, V.;
Priyadharshini, M.;
Sharma, Yogesh Kumar;
Lilhore, Umesh Kumar;
Alroobaea, Roobaea;
Alsufyani, Hamed;
Baqasah, Abdullah M.;
Simaiya, Sarita

Publication type:

Article

SmartAPM framework for adaptive power management in wearable devices using deep reinforcement learning.

Published in:

Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-89709-3

By:

Sunder, R.;
Lilhore, Umesh Kumar;
Rai, Anjani Kumar;
Ghith, Ehab;
Tlija, Mehdi;
Simaiya, Sarita;
Majeed, Afraz Hussain

Publication type:

Article

Bibliometric Mapping of Trends, Applications and Challenges of Artificial Intelligence in Smart Cities.

Published in:

EAI Endorsed Transactions on Scalable Information Systems, 2022, v. 9, n. 4, p. 1, doi. 10.4108/eetsis.vi.489

By:

Harnal, Shilpi;
Sharma, Gaurav;
Malik, Swati;
Kaur, Gagandeep;
Khurana, Savita;
Kaur, Prabhjot;
Simaiya, Sarita;
Bagga, Deepak

Publication type:

Article

Advanced Hybrid Machine Learning Model for Accurate Detection of Cardiovascular Disease.

Published in:

International Journal of Computational Intelligence Systems, 2025, v. 18, n. 1, p. 1, doi. 10.1007/s44196-025-00771-1

By:

Navita;
Mittal, Pooja;
Sharma, Yogesh Kumar;
Lilhore, Umesh Kumar;
Simaiya, Sarita;
Saleem, Kashif;
Ghith, Ehab Seif

Publication type:

Article

Optimized LightGBM model for security and privacy issues in cyber‐physical systems.

Published in:

Transactions on Emerging Telecommunications Technologies, 2023, v. 34, n. 6, p. 1, doi. 10.1002/ett.4771

By:

Dalal, Surjeet;
Poongodi, M.;
Lilhore, Umesh Kumar;
Dahan, Fadl;
Vaiyapuri, Thavavel;
Keshta, Ismail;
Aldossary, Sultan Mesfer;
Mahmoud, Amena;
Simaiya, Sarita

Publication type:

Article

Correction to: Next-generation cyber attack prediction for IoT systems: leveraging multi-class SVM and optimized CHAID decision tree.

Published in:

2023

By:

Dalal, Surjeet;
Lilhore, Umesh Kumar;
Faujdar, Neetu;
Simaiya, Sarita;
Ayadi, Manel;
Almujally, Nouf A.;
Ksibi, Amel

Publication type:

Correction Notice

Next-generation cyber attack prediction for IoT systems: leveraging multi-class SVM and optimized CHAID decision tree.

Published in:

Journal of Cloud Computing (2192-113X), 2023, v. 12, n. 1, p. 1, doi. 10.1186/s13677-023-00517-4

By:

Dalal, Surjeet;
Lilhore, Umesh Kumar;
Foujdar, Neetu;
Simaiya, Sarita;
Ayadi, Manel;
Almujally, Nouf A.;
Ksibi, Amel

Publication type:

Article

Comparative analysis of metaheuristic load balancing algorithms for efficient load balancing in cloud computing.

Published in:

Journal of Cloud Computing (2192-113X), 2023, v. 12, n. 1, p. 1, doi. 10.1186/s13677-023-00453-3

By:

Zhou, Jincheng;
Lilhore, Umesh Kumar;
M, Poongodi;
Hai, Tao;
Simaiya, Sarita;
Jawawi, Dayang Norhayati Abang;
Alsekait, Deemamohammed;
Ahuja, Sachin;
Biamba, Cresantus;
Hamdi, Mounir

Publication type:

Article

Extremely boosted neural network for more accurate multi-stage Cyber attack prediction in cloud computing environment.

Published in:

Journal of Cloud Computing (2192-113X), 2023, v. 12, n. 1, p. 1, doi. 10.1186/s13677-022-00356-9

By:

Dalal, Surjeet;
Manoharan, Poongodi;
Lilhore, Umesh Kumar;
Seth, Bijeta;
Mohammed alsekait, Deema;
Simaiya, Sarita;
Hamdi, Mounir;
Raahemifar, Kaamran

Publication type:

Article

Extremely boosted neural network for more accurate multi-stage Cyber attack prediction in cloud computing environment.

Published in:

Journal of Cloud Computing (2192-113X), 2023, v. 12, n. 1, p. 1, doi. 10.1186/s13677-022-00356-9

By:

Dalal, Surjeet;
Manoharan, Poongodi;
Lilhore, Umesh Kumar;
Seth, Bijeta;
Mohammed alsekait, Deema;
Simaiya, Sarita;
Hamdi, Mounir;
Raahemifar, Kaamran

Publication type:

Article