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An internal investigation by the publisher of the International Journal of Intelligent Unmanned Systems into a series of submissions uncovered evidence that the peer review process had been compromised across multiple articles. As a result of these concerns, the findings of those articles cannot be relied upon. As trust in the content is central to the integrity of the publication process, the editor and publisher have taken the decision to retract all of the articles listed below; these notices are being published as a group within this online-only supplement. This decision has been taken in accordance with Emerald's publishing ethics and the COPE guidelines on retractions. The journal is committed to identifying and addressing research concerns, fraud, misconduct and unethical activity and will continue to correct the scientific record with transparency, ensuring that readers are alerted to concerns and can rely on its published output. The publisher of the journal sincerely pledges to maintain and strengthen its commitment to research integrity so that authors and readers can continue to have confidence in the quality of the published material.

R. P, Tamilselvan L, N. R (2019), “RETRACTED: Semantic tracking and recommendation using fourfold similarity measure from large scale data using hadoop distributed framework in cloud”. International Journal of Intelligent Unmanned Systems, Vol. 7 No. 4 pp. 189–208, doi: https://doi.org/10.1108/IJIUS-07-2019-0030

Velswamy R, Devadass SC, Velswamy K, Venugopal J (2019), “RETRACTED: Indoor and outdoor image classification: A mixture of brightness, straight line, Euclidean shapes and recursive shapes based approach”. International Journal of Intelligent Unmanned Systems, Vol. 7 No. 4 pp. 150–161, doi: https://doi.org/10.1108/IJIUS-04-2019-0024

Sri Naga Venkat P, Srinath A, Santosh Kumar GN, Vijay P, Venkatesh R (2022), “RETRACTED: Design and simulation of robot hand for writing and correction assistant applications”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 210–221, doi: https://doi.org/10.1108/IJIUS-09-2020-0058

Anguraj DK, Balasubramaniyan S, Saravana Kumar E, Vakula Rani J, Ashwin M (2022), “RETRACTED: Internet of things (IoT)-based unmanned intelligent street light using renewable energy”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 34–47, doi: https://doi.org/10.1108/IJIUS-10-2020-0060

Jyothi S, Nelloru G (2022), “RETRACTED: Predicting arrhythmia, atrial fibrillation from electrocardiogram signals using Pivot Range Fitness Scale-Based Machine Learning Model”. International Journal of Intelligent Unmanned Systems, Vol. ahead-of-print No. ahead-of-print. doi: https://doi.org/10.1108/IJIUS-11-2021-0140

Mohan Kumar B, Rangaraju H (2022), “RETRACTED: Design and implementation of high-speed and low-power consumption Moore-based loopback adder on FPGA”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 145–158, doi: https://doi.org/10.1108/IJIUS-09-2020-0056

Rajashekhar U, Neelappa D, Rajesh L (2022), “RETRACTED: Electroencephalogram (EEG) signal classification for brain–computer interface using discrete wavelet transform (DWT)”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 86–97, doi: https://doi.org/10.1108/IJIUS-09-2020-0057

Kumari DL, Prasad MG (2022), “RETRACTED: Hybrid multibeam forming and multiuser detection technique for MU-MIMO system”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 200–209, doi: https://doi.org/10.1108/IJIUS-09-2020-0055

Vulapula SR, Malladi S (2022), “RETRACTED: Query processing over secure perturbed data over hybrid cloud”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 22–33, doi: https://doi.org/10.1108/IJIUS-09-2020-0054

Srilakshmi R, Muthukuru J (2022), “RETRACTED: Intrusion detection in mobile ad-hoc network using Hybrid Reactive Search and Bat algorithm”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 65–85, doi: https://doi.org/10.1108/IJIUS-09-2020-0049

Edigar MB, Rao P (2022), “RETRACTED: Modeling of lightweight security framework for identifying efficient route for secure communication in WSN”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 129–144, doi: https://doi.org/10.1108/IJIUS-09-2020-0051

Yempally S, Singh SK, Velliangiri S (2022), “RETRACTED: Analytical review on deep learning and IoT for smart healthcare monitoring system”. International Journal of Intelligent Unmanned Systems, Vol. ahead-of-print No. ahead-of-print. doi: https://doi.org/10.1108/IJIUS-02-2022-0019

Katragadda S, Jayasree P (2022), “RETRACTED: MIMO antenna miniaturization standards for future 5G”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 159–167, doi: https://doi.org/10.1108/IJIUS-09-2020-0053

Padmavathy P, Mohideen SP, Gulzar Z (2022), “RETRACTED: PMI-based polarity computation for SVM-NN-based sentiment classification from user-generated reviews”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 179–199, doi: https://doi.org/10.1108/IJIUS-09-2020-0043

Swamidason ITJ, Tatiparthi S, Velswamy K, Velliangiri S (2022), “RETRACTED: Intelligent personal assistant for personal computers using long short-term memory-based verbalizer”. International Journal of Intelligent Unmanned Systems, Vol. ahead-of-print No. ahead-of-print. doi: https://doi.org/10.1108/IJIUS-02-2022-0012

Chaitanya GK, Raja Sekhar K (2022), “RETRACTED: Verification of pattern unlock and gait behavioral authentication through a machine learning approach”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 48–64, doi: https://doi.org/10.1108/IJIUS-09-2020-0048

D S, Dr P (2020), “RETRACTED: Hybrid software reliability model with Pareto distribution and ant colony optimization (PD–ACO)”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 2 pp. 129–140, doi: https://doi.org/10.1108/IJIUS-09-2019-0052

Mani G, Chidambaranathan M, Sagi S (2020), “RETRACTED: A framework for plant growth analysis and simulation using data analysis techniques”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 4 pp. 281–292, doi: https://doi.org/10.1108/IJIUS-08-2019-0045

P P, T S (2020), “RETRACTED: Secured and flexible user authentication protocol for wireless sensor network”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 4 pp. 253–265, doi: https://doi.org/10.1108/IJIUS-10-2019-0058

Achanta SDM, T. K, R. VK (2020), “RETRACTED: A wireless IOT system towards gait detection technique using FSR sensor and wearable IOT devices”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 1 pp. 43–54, doi: https://doi.org/10.1108/IJIUS-01-2019-0005

N C S, Ch PR (2020), “RETRACTED: Prediction of user interest fluctuation using fuzzy neural networks in web search”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 4 pp. 307–319, doi: https://doi.org/10.1108/IJIUS-02-2019-0013

N. R, P.K. J, R. P (2019), “RETRACTED: Makespan of routing and security in Cross Centric Intrusion Detection System (CCIDS) over black hole attacks and rushing attacks in MANET”. International Journal of Intelligent Unmanned Systems, Vol. 7 No. 4 pp. 162–176, doi: https://doi.org/10.1108/IJIUS-03-2019-0021

Narvaneni RR, Suresh Babu K (2022), “RETRACTED: Optimum bug fixing rate and bug fixing time detection by software reliability modelling”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 240–254, doi: https://doi.org/10.1108/IJIUS-07-2021-0065

Ameen N, Jamal N, Raj A (2021), “RETRACTED: Optimized dual path analysis using finite automata theory in wireless sensor networks”. International Journal of Intelligent Unmanned Systems, Vol. 9 No. 2 pp. 96–118, doi: https://doi.org/10.1108/IJIUS-11-2019-0060

Zarei S, Marzban H, Samadi AH, Javaheri AS (2019), “RETRACTED: News shocks modeling on monetary policies using dynamic stochastic general equilibrium (DSGE) model: Case analysis”. International Journal of Intelligent Unmanned Systems, Vol. 7 No. 4 pp. 209–230, doi: https://doi.org/10.1108/IJIUS-04-2019-0025

Baalamurugan K, Singh P, Ramalingam V (2022), “RETRACTED: A novel approach for brain tumor detection by self-organizing map (SOM) using adaptive network based fuzzy inference system (ANFIS) for robotic systems”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 1 pp. 98–116, doi: https://doi.org/10.1108/IJIUS-08-2020-0038

Pamarthi S, Narmadha R (2022), “RETRACTED: Literature review on network security in Wireless Mobile Ad-hoc Network for IoT applications: network attacks and detection mechanisms”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 4 pp. 482–506, doi: https://doi.org/10.1108/IJIUS-05-2021-0028

Negassa WG, Gelmecha DJ, Singh RS, Rathee DS (2024), “RETRACTED: An efficient three-dimensional node localization using recurrent neural networks in unmanned aerial vehicle-assisted wireless networks: an optimization perspective”. International Journal of Intelligent Unmanned Systems, Vol. 12 No. 4 pp. 473–490, doi: https://doi.org/10.1108/IJIUS-04-2024-0112

Dike PR, Vishwanath T, Rohakale V (2022), “RETRACTED: Enhancement of network coding in wireless sensor network using improved lion algorithm: intention toward maximizing network throughput and lifetime”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 4 pp. 444–467, doi: https://doi.org/10.1108/IJIUS-02-2021-0007

R G, B S (2020), “RETRACTED: A prompt CNN-FL model based on multi criteria for a smart vertical handoff in heterogeneous system”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 4 pp. 293–306, doi: https://doi.org/10.1108/IJIUS-02-2019-0014

D.S. DK, Rao P (2020), “RETRACTED: Implementing and analyzing FAR and FRR for face and voice recognition (multimodal) using KNN classifier”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 1 pp. 55–67, doi: https://doi.org/10.1108/IJIUS-02-2019-0015

Shrabanee S, Rath AK (2020), “RETRACTED: SDN-cloud: a power aware resource management system for efficient energy optimization”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 4 pp. 321–343, doi: https://doi.org/10.1108/IJIUS-07-2019-0032

Velliangiri S (2019), “RETRACTED: Intensive packet domain mining engine (IPDME): A high-speed pre-processor for network intrusion detection”. International Journal of Intelligent Unmanned Systems, Vol. 7 No. 4 pp. 135–149, doi: https://doi.org/10.1108/IJIUS-03-2019-0018

C. Burkapalli V, Patil PC (2020), “RETRACTED: Food image segmentation using edge adaptive based deep-CNNs”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 4 pp. 243–252, doi: https://doi.org/10.1108/IJIUS-09-2019-0053

S. ITJ, J. S, D. SJ (2019), “RETRACTED: Ship detection and recognition for offshore and inshore applications: a survey”. International Journal of Intelligent Unmanned Systems, Vol. 7 No. 4 pp. 177–188, doi: https://doi.org/10.1108/IJIUS-04-2019-0027

S S, Punnoose D, D K (2020), “RETRACTED: A comparative study on the performance of rule engines in automated ontology learning: a case study with erythemato-squamous disease (ESD)”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 4 pp. 267–280, doi: https://doi.org/10.1108/IJIUS-08-2019-0047

Ch S, S SR, Ramesh K (2024), “RETRACTED: Fuzzy guided integrative factors-based spectrum decision-making in cognitive radio networks”. International Journal of Intelligent Unmanned Systems, Vol. 12 No. 3 pp. 348–361, doi: https://doi.org/10.1108/IJIUS-08-2019-0033

Swapna SB, Santhosh R (2021), “RETRACTED: Performance analysis of ant-lion optimization based routing algorithm for wireless sensor networks”. International Journal of Intelligent Unmanned Systems, Vol. 9 No. 2 pp. 119–132, doi: https://doi.org/10.1108/IJIUS-09-2019-0055

T. S, H. HI, S. SK (2020), “RETRACTED: Route classification scheme based on covering rough set approach in mobile ad hoc network (CRS-MANET)”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 2 pp. 85–96, doi: https://doi.org/10.1108/IJIUS-08-2019-0046

A.Y. P, Rayanki B (2020), “RETRACTED: A generic algorithmic protocol approaches to improve network life time and energy efficient using combined genetic algorithm with simulated annealing in MANET”. International Journal of Intelligent Unmanned Systems, Vol. 8 No. 1 pp. 23–42, doi: https://doi.org/10.1108/IJIUS-02-2019-0011

Bagde V, G DC (2022), “RETRACTED: Performance improvement of space diversity technique using space time block coding for time varying channels in wireless environment”. International Journal of Intelligent Unmanned Systems, Vol. 10 No. 2-3 pp. 278–286, doi: https://doi.org/10.1108/IJIUS-04-2019-0026

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