manoj prasath - Academia.edu (original) (raw)

Papers by manoj prasath

Communications in computer and information science, 2024

SSRG international journal of electrical and electronics engineering, Mar 25, 2024

SSRG international journal of electrical and electronics engineering, Nov 29, 2023

SSRG international journal of electrical and electronics engineering, Sep 29, 2023

Electroencephalogram (EEG) based emotional evaluation has achieved excellent outcomes in medicine... more Electroencephalogram (EEG) based emotional evaluation has achieved excellent outcomes in medicine, security, and interaction between humans and computers. Especially compared with traditional signal processing and Machine Learning (ML) based applications, Deep Learning (DL) based techniques have recently dramatically increased the classification precision. Due to its sufficient spatial accuracy and enhanced temporal resolution, EEG signals typically represent emotional states. It is essential to consider that identifying emotions based on EEG signals relies on the efficacy of three processes: extracting features, selecting features, and classifying the feelings. Therefore, this work proposes a computerized approach for recognizing emotions from EEG signals. High Pass Infinite Impulse Response with Zero-Filtering (HPIIRZ) approach is used to reduce artifacts in EEG signals. Following this, the frequency and spectral features are extracted using Power Spectral Density (PSD), from which the optimal features are selected by a hybrid Improved Artificial Bee Colony algorithm-Particle Swarm Optimization (IABC-PSO). Deep Convolutional Neural Networks (DCNNs) are then used for classifying emotional states at the classification stage. An evaluation model is developed using the Python platform to evaluate the performance of the proposed model, including accuracy, specificity, and sensitivity. The outcomes demonstrate that the proposed method is more efficient; the DCNN-based method achieves a higher accuracy of 95.80%.

SSRG international journal of electrical and electronics engineering, Mar 25, 2024

Indian Journal of Public Health Research and Development, 2019

The undertaking is done based on intensification. The info low recurrence in discernable sound is... more The undertaking is done based on intensification. The info low recurrence in discernable sound is given to the mouthpiece of the circuit where it goes through the enhancer and thus gets intensified utilizing a TL06 intensifier. Further the yield is taken by an outer helper headphone jack where we interface the headphone and can most likely listen the low recurrence imperceptible sound unmistakably and uproariously. This all instrument depends on straightforward intensification of info sound and provide loud enhanced yield sound. This likewise builds the listening capacity and nature of sound going through the circuit.

International Journal of Innovative Technology and Exploring Engineering, 2019

Dermatology is a noteworthy field of prescription which manages the investigation and treatment o... more Dermatology is a noteworthy field of prescription which manages the investigation and treatment of skin issue. Regardless of being normal, deciding a specific skin issue is hard for ordinary individuals and requires expansive learning and skill in the region. Some skin malady may cause serious medical issues while others blur away in days normally. Henceforth, acknowledgment of skin rashes and other issue at the most punctual is pivotal. This venture concerns the advancement of a portable application to identify the sort of skin issue. The application works by accepting pictures of influenced skin as client input and predicts the sort of confusion. The application utilizes a blend of picture preparing, neural systems, and AI to process, learn and anticipate skin issue with more prominent precision

Indian Journal of Public Health Research & Development, 2019

International Journal of Innovative Technology and Exploring Engineering, 2019

Diabetes is a standout amongst the most widely recognized illness that influences numerous people... more Diabetes is a standout amongst the most widely recognized illness that influences numerous people. Diabetes can be alluded to as an interminable malady portrayed by abnormal amounts of sugar (glucose) in the blood. Customarily diabetes is recognized by taking blood tests, however this strategy is difficult. Henceforth by planning an Electronic nose diabetes can be recognized with just breathed out breath tests dependent on biomarkers content. In this paper a minimal effort, non-intrusive framework for distinguishing diabetes is proposed. For this reason, number of breath tests were gathered from typical and diabetic patients to distinguish the biomarker content in breath. E-Nose is utilized to identify the diabetes utilizing unpredictable natural mixes from inhale tests. E-Nose is planned utilizing Arduino MEGA 2560 and gas sensors inserted in Nose cover. In the wake of gathering simple sign from the gas sensor, simple sign is changed over into computerized values for highlight extr...

Drug Invention Today, 2019

Individuals in low pay nations, they have restricted access to present-day analysis instruments. ... more Individuals in low pay nations, they have restricted access to present-day analysis instruments. To help the determination of genuine sicknesses, for example, pneumonia/asthma in such districts,[6-9] the World Health Organization (WHO) has built up an essential rule called the integrated management of childhood illness (IMCI). As per the rule, the clinical indications of hack and additionally trouble of breathing are the screening in measure for pneumonia. Quick breathing rate is a determinant of whether pneumonia exists. The determination of asthma is built up by the side effects Research Article

A report on road accidents in India, in 2016, published by transport research wing under Ministry... more A report on road accidents in India, in 2016, published by transport research wing under Ministry of Road Transport and Highways, Government of India, has revealed that more people died on roads accidents in India past year, as compared to the number of deaths in 2015. The data have further revealed that the states of Uttar Pradesh and Tamil Nadu have accounted for maximum number of deaths this year.[7-15]

JURNAL MathEdu (Mathematic Education Journal), 2021

Tujuan Penelitian ini antara lain: pertama: Untuk mengetahui peningkatan kadar HOTS siswa dengan... more Tujuan Penelitian ini antara lain: pertama: Untuk mengetahui peningkatan kadar HOTS siswa dengan menggunakan metode Inquiry pada pokok bahasan Operasi bilangan bulat. Kedua : Untuk mengetahui peningkatan hasil belajar siswa dengan menggunakan metode Inquiry pada pokok bahasan Operasi bilangan bulat. Ketiga : Untuk mengetahui peningkatan kemampuan guru mengelola pembelajaran dengan menggunakan metode Inquiry pada pokok bahasan Operasi bilangan bulat. Jenis penelitian ini adalah Penelitian Tindakan Kelas (PTK). Yang terdiri dari 2 siklus. Subjek penelitian ini adalah kelas V SDN No. 200205 Padangsidimpuan Selatan yang berjumlah 20 orang siswa. Objek penelitian ini adalah penerapan model pembelajaran Inquiry, yang bertujuan untuk meningkatkan kemampuan pemecahan masalah matematika siswa. Hasil penelitian menunjukkan bahwa kemampuan hasil belajar siswa dalam pembelajaran matematika melalui metode Inquiry dengan persentase hasil tes belajar siswa matematika yaitu 40% dengan kategori “...

Journal of Physics: Conference Series, 2021

The editorial team welcomes all readers to the proceedings of International Conference on Recent ... more The editorial team welcomes all readers to the proceedings of International Conference on Recent Advancements in Biomedical Engineering (ICRABE-2021). The conference was inspired by the fusion of science and engineering principles in healthcare services and products. The conference aims to initiate exchange of innovative ideas between students, research scholar and faculties. Specifically, mechanical principles, power control for medical devices, nanomaterials and associated technologies were focused. This proceeding comprises of a broad spectrum of techniques to expose the recent advancements in the field of physics for healthcare application. List of Organtztng Committee, Advisory Committee, Technical Committee are available in the pdf

Indian Journal of Public Health Research & Development, 2019

International Journal of Innovative Technology and Exploring Engineering, 2019

Epilepsy is a neurological issue set apart by abrupt intermittent scenes of tactile unsettling in... more Epilepsy is a neurological issue set apart by abrupt intermittent scenes of tactile unsettling influence, loss of cognizance, or seizures, related with unusual electrical movement in the mind. Seizures can impact any procedures in the directions of our mind, there is a transient perplexity, memory misfortune and lost awareness. Epilepsy has no recognizable reason in about portion of those with the condition, the condition might be followed to different variables head injury, mind wounds, hereditary impact. Such injuries have ended up being not kidding and lethal much of the time, to maintain a strategic distance from such full of feeling mishaps, the reason for this undertaking is to propose a (model) gadget which will estimate the physiological changes in the human body before the repetitive scenes of seizures will be checked. The patient will be advised preceding the loss of cognizance and tangible unsettling influence. The gadget will detect the limit estimation of the customized...

Indian Journal of Public Health Research & Development, 2019