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Tapan Kumar Gandhi

Indian Institute of Technology DelhiIN
ORCID0000-0002-3532-9389
h-index
32

via OpenAlex

Citations
5,282

via OpenAlex

Publications
185

About

Tapan Kumar Gandhi is a researcher affiliated with the Indian Institute of Technology Delhi. With over 185 publications spanning nearly six decades, from 1970 to 2026, he has dedicated himself to understanding and analyzing complex systems through signal processing and machine learning techniques. His research focus lies in developing innovative methods for depression diagnosis, sleep apnea detection, and personalized notification biases, among others.

Research areas

  • Medicine
  • Computer science
  • Psychology
  • Artificial intelligence
  • Pattern recognition (psychology)

Publications (185)

Sorted by most cited.

  1. Enhancing depression diagnosis with augmented brain signal driven decorrelated graph neural networks

    2026

    View DOI
    1 cites
  2. Characterization of Time Evolving Graph Using State-Space Modelling and its Application in Alzheimer's Disease Detection

    2020 International Conference on Electronics, Information, and Communication, ICEIC 20201970conference paper

    View DOI
    1 cites
  3. OMP-LSTM: An Automated Method for Separation of Electrooculogram Artifacts From EEG Signal

    IEEE Transactions on Emerging Topics in Computational Intelligence2026journal article

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    0 cites
  4. Automatic identification of obstructive sleep apnea using multimodal features

    Biomedical Signal Processing and Control2025journal article

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    0 cites
  5. 0 cites
  6. Fixel based analysis on diffusion MRI of COVID-19 survivors

    NeuroImage: Reports2025journal article

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    0 cites
  7. 0 cites
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  9. 0 cites
  10. Designing controllers for hand tremor suppression using model simplification

    Biomedical Signal Processing and Control2024journal article

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    0 cites
  11. A Framework for the Continuous Evaluation of 3D Motion Perception in Virtual Reality

    IEEE Transactions on Biomedical Engineering2023journal article

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    0 cites
  12. White matter plasticity following cataract surgery in congenitally blind patients

    Proceedings of the National Academy of Sciences2023journal article

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    0 cites
  13. Resting state fMRI analysis using seed based and ICA methods

    Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 20161970conference paper

    0 cites
  14. Application of Photoplethysmography for Man- Machine Interface: A Pilot Study

    2015 4th International Conference on Reliability, Infocom Technologies and Optimization: Trends and Future Directions, ICRITO 20151970conference paper

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    0 cites
  15. 0 cites
  16. Assistive communication system for speech disabled patients based on electro-oculogram character recognition

    2014 International Conference on Computing for Sustainable Global Development, INDIACom 20141970conference paper

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    0 cites
  17. Autism as a disorder of prediction

    Proceedings of the National Academy of Sciences of the United States of America1970journal article

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    0 cites
  18. Development of pattern vision following early and extended blindness

    Proceedings of the National Academy of Sciences of the United States of America1970journal article

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    0 cites
  19. 0 cites
  20. 0 cites
  21. A novel embedded approach for the development of wireless electro-oculogram based human-computer interface

    Proceedings of 2012 2nd IEEE International Conference on Parallel, Distributed and Grid Computing, PDGC 20121970conference paper

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    0 cites
  22. 0 cites
  23. Contribution of brain waves for visual differences in animate and inanimate objects in human brain

    Journal of Computational and Theoretical Nanoscience1970journal article

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    0 cites
  24. EEG responses to facial contrast-chimeras

    Journal of Integrative Neuroscience1970journal article

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    0 cites
  25. Configurational imagery experience in sighted and visually impaired children

    Journal of the Indian Academy of Applied Psychology1970journal article

    0 cites
  26. Dynamical neural activation in human brain during face recognition

    International Journal of Biomedical Engineering and Technology1970journal article

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    0 cites
  27. Enhancement of inter-hemispheric brain waves synchronisation after pranayama practice

    International Journal of Biomedical Engineering and Technology1970journal article

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    0 cites
  28. The newly sighted fail to match seen with felt

    Nature Neuroscience1970journal article

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    0 cites
  29. Chaos based nonlinear analysis of epileptic seizure

    Proceedings - 3rd International Conference on Emerging Trends in Engineering and Technology, ICETET 20101970conference paper

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    0 cites
  30. Classification of EEG signal using wavelet transform and support vector machine for epileptic seizure diction

    International Conference on Systems in Medicine and Biology, ICSMB 2010 - Proceedings1970conference paper

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    0 cites
  31. Development of an expert multitask gadget controlled by voluntary eye movements

    Expert Systems with Applications1970journal article

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  32. Expert model for detection of epileptic activity in EEG signature

    Expert Systems with Applications1970journal article

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    0 cites
  33. Feature extraction for evaluation of muscular atrophy

    2010 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 20101970conference paper

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    0 cites
  34. Novel approach for brain computer interfacing

    Proceedings - 1st International Conference on Integrated Intelligent Computing, ICIIC 20101970conference paper

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    0 cites
  35. Interhemispheric interaction and cause of hindrance during handedness activity: An electro-physiological evidence

    2009 International Multimedia, Signal Processing and Communication Technologies, IMPACT 20091970conference paper

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    0 cites
  36. Top down processing of faces in human brain: A behavioral study

    Proceedings of International Conference on Methods and Models in Computer Science, ICM2CS091970conference paper

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    0 cites
  37. Automatic electrooculogram classification for microcontroller based interface design

    2007 IEEE Systems and Information Engineering Design Symposium, SIEDS1970conference paper

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    0 cites
  38. Multiple channel electrooculogram classification using automata

    MeMeA 2007 2nd - IEEE International Workshop on Medical Measurement and Applications1970conference paper

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    0 cites
  39. VHDL based electro-oculogram signal classification

    Proceedings of the 15th International Conference on Advanced Computing and Communications, ADCOM 20071970conference paper

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    0 cites
  40. A Novel Spectral Graph Distance Measure and Its Applications in Biomedical Signal Processing

    IEEE Transactions on Signal and Information Processing over Networks1970journal article

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  41. 0 cites
  42. 0 cites
  43. Multidimensional Weighted Attention-Guided Network for Diabetic Retinopathy Grading

    IEEE Transactions on Instrumentation and Measurement1970journal article

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    0 cites
  44. 3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images

    IEEE Transactions on Neural Networks and Learning Systems1970journal article

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  45. Development of Character Recognition Model Inspired by Visual Explanations

    IEEE Transactions on Artificial Intelligence1970journal article

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    0 cites
  46. Self-Supervised Representation Learning-Based OSA Detection Method Using Single-Channel ECG Signals

    IEEE Transactions on Instrumentation and Measurement1970journal article

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    0 cites
  47. Classifier Fusion for Detection of COVID-19 from CT Scans

    Circuits, Systems, and Signal Processing1970journal article

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    0 cites
  48. Early detection of alzheimer’s disease using graph signal processing and deep learning

    Intelligent Automation and Soft Computing1970journal article

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    0 cites
  49. Pneumonia Classification Using Few-Shot Learning with Visual Explanations

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1970book

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    0 cites
  50. Real-Time Automated Epileptic Seizure Detection by Analyzing Time-Varying High Spatial Frequency Oscillations

    IEEE Transactions on Instrumentation and Measurement1970journal article

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    0 cites
  51. Autonomic and Electrophysiological Evidence for Reduced Auditory Habituation in Autism

    Journal of Autism and Developmental Disorders1970journal article

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    0 cites
  52. A Model-based dehazing scheme for unmanned aerial vehicle system using radiance boundary constraint and graph model

    Journal of Visual Communication and Image Representation1970journal article

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    0 cites
  53. A deep learning approach to measure stress level in plants due to Nitrogen deficiency

    Measurement: Journal of the International Measurement Confederation1970journal article

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    0 cites
  54. Artificial Intelligence in Epilepsy

    Neurology India1970journal article

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    0 cites
  55. Automated diagnosis of COVID-19 using deep features and parameter free BAT optimization

    IEEE Journal of Translational Engineering in Health and Medicine1970journal article

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  56. Automated detection of COVID-19 on a small dataset of chest CT images using metric learning

    Proceedings of the International Joint Conference on Neural Networks1970conference paper

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    0 cites
  57. Bone Age Assessment for Lower Age Groups Using Triplet Network in Small Dataset of Hand X-Rays

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1970book

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    0 cites
  58. Brain Source Localization in Head Harmonics Domain

    IEEE Transactions on Instrumentation and Measurement1970journal article

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    0 cites
  59. Classification of neovascularization on retinal images using extreme learning machine

    International Journal of Imaging Systems and Technology1970journal article

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  60. Deep learning-based computer-aided diagnosis tool for brain tumor classification

    Proceedings of the Confluence 2021: 11th International Conference on Cloud Computing, Data Science and Engineering1970conference paper

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  61. Fully automatic brain tumor segmentation using DeepLabv3+ with variable loss functions

    Proceedings of the 8th International Conference on Signal Processing and Integrated Networks, SPIN 20211970conference paper

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    0 cites
  62. Intelligent monitoring of stress induced by water deficiency in plants using deep learning

    IEEE Transactions on Instrumentation and Measurement1970journal article

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    0 cites
  63. Robust EEG source localization using subspace principal vector projection technique

    European Signal Processing Conference1970conference paper

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    0 cites
  64. Social Network measures association with social and intelligent behaviors in Dolphin network

    Proceedings of the Confluence 2021: 11th International Conference on Cloud Computing, Data Science and Engineering1970conference paper

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    0 cites
  65. Understanding Structure Induced Functional Connectivity in Brain using EEG

    2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2021 - Proceedings1970conference paper

    0 cites
  66. Tracking the Transitions of Brain States: An Analytical Approach Using EEG

    IEEE Transactions on Neural Systems and Rehabilitation Engineering1970journal article

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    0 cites
  67. Advanced Machine Vision Paradigms for Medical Image Analysis

    Advanced Machine Vision Paradigms for Medical Image Analysis1970book

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    0 cites
  68. Bat optimized CNN model identifies water stress in chickpea plant shoot images

    Proceedings - International Conference on Pattern Recognition1970conference paper

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    0 cites
  69. Bone age assessment using metric learning on small dataset of hand radiographs

    Advanced Machine Vision Paradigms for Medical Image Analysis1970book

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    0 cites
  70. Classification of patients with tumor using MR FLAIR images

    Pattern Recognition Letters1970journal article

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    0 cites
  71. Collaborative human machine attention module for character recognition

    Proceedings - International Conference on Pattern Recognition1970conference paper

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    0 cites
  72. Deep Learning Identifies Brain Cognitive Load Via EEG Signals

    2020 IEEE 17th India Council International Conference, INDICON 20201970conference paper

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    0 cites
  73. Dynamic Functional Connectivity reveals Stages of Face Perception in Brain

    2020 IEEE 17th India Council International Conference, INDICON 20201970conference paper

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    0 cites
  74. 0 cites
  75. Transfer Learning Based Brain Tumor Detection and Segmentation using Superpixel Technique

    2020 International Conference on Contemporary Computing and Applications, IC3A 20201970conference paper

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    0 cites
  76. Unboxing the blackbox - Visualizing the model on hand radiographs in skeletal bone age assessment

    2020 IEEE 17th India Council International Conference, INDICON 20201970conference paper

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    0 cites
  77. Vision to Language: Captioning Images using Deep Learning

    2020 International Conference on Artificial Intelligence and Signal Processing, AISP 20201970conference paper

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    0 cites
  78. Water Stress Identification in Chickpea Images using Machine Learning

    IEEE Region 10 Humanitarian Technology Conference, R10-HTC1970conference paper

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    0 cites
  79. Water Stress Identification in Chickpea Plant Shoot Images using Deep Learning

    2020 IEEE 17th India Council International Conference, INDICON 20201970conference paper

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    0 cites
  80. Automated brain image classification based on VGG-16 and transfer learning

    Proceedings - 2019 International Conference on Information Technology, ICIT 20191970conference paper

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  81. EEG Dipole Source Localization in Hemispherical Harmonics Domain

    2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2018 - Proceedings1970conference paper

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  82. Head Harmonics Based EEG Dipole Source Localization

    Conference Record - Asilomar Conference on Signals, Systems and Computers1970conference paper

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  83. Human visual learning inspired effective training methods

    2019 IEEE 16th India Council International Conference, INDICON 2019 - Symposium Proceedings1970conference paper

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  84. Improving measurement geometry for accurate classification of scattered field data

    2019 IEEE MTT-S International Microwave and RF Conference, IMARC 20191970conference paper

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  85. Intelligent identification of ornamental devanagari characters inspired by visual fixations

    2019 International Conference on Document Analysis and Recognition Workshops, ICDARW 20191970conference paper

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    0 cites
  86. Message from program chairs

    Proceedings - 2019 International Conference on Information Technology, ICIT 20191970conference paper

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    0 cites
  87. Performance evalution of 3d keypoint detectors and descriptors for plants health classification

    Proceedings of the 16th International Conference on Machine Vision Applications, MVA 20191970conference paper

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    0 cites
  88. Selection of optimum frequency bands for detection of epileptiform patterns

    Healthcare Technology Letters1970journal article

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    0 cites
  89. 3D-Printed Sole with Variable Density using Foot Plantar Pressure Measurements

    Proceedings of the 8th International Advance Computing Conference, IACC 20181970conference paper

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    0 cites
  90. A low-noise low-cost EEG amplifier for neural recording applications

    Lecture Notes in Electrical Engineering1970book

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    0 cites
  91. An Advanced Visibility Restoration Technique for Underwater Images

    Proceedings - International Conference on Image Processing, ICIP1970conference paper

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  92. Blind navigation using ambient crowd analysis

    Proceedings of the 8th International Advance Computing Conference, IACC 20181970conference paper

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    0 cites
  93. Early detection of Alzheimer's disease using graph signal processing on neuroimaging data

    Proceedings - 2018 2nd European Conference on Electrical Engineering and Computer Science, EECS 20181970conference paper

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    0 cites
  94. Effect of Devanagari font type in reading comprehension: An eye tracking study

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1970book

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    0 cites
  95. Identifying Gender Specific Interaction Pattern: A Social Network Approach

    Proceedings of the 8th International Advance Computing Conference, IACC 20181970conference paper

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    0 cites
  96. Non-invasive wireless EEG monitor

    2017 International Conference on Energy, Communication, Data Analytics and Soft Computing, ICECDS 20171970conference paper

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  97. Predictive modeling for identifying the human brain developmental stages

    2017 International Conference on Energy, Communication, Data Analytics and Soft Computing, ICECDS 20171970conference paper

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  98. Preface

    Lecture Notes in Electrical Engineering1970book

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  99. Single image dehazing using image boundary constraint and nearest neighborhood optimization

    ACM International Conference Proceeding Series1970conference paper

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  100. Tumor Segmentation and Gradation for MR Brain Images

    2018 5th International Conference on Signal Processing and Integrated Networks, SPIN 20181970conference paper

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  101. A comparative account of modelling seizure detection system using wavelet techniques

    International Journal of Systems Science: Operations and Logistics1970journal article

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  102. A novel technique for identifying attentional selection in a dichotic environment

    2016 IEEE Annual India Conference, INDICON 20161970conference paper

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  103. An ensemble approach for brain computer interface applications

    IEEE Region 10 Humanitarian Technology Conference 2016, R10-HTC 2016 - Proceedings1970conference paper

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  104. Chemoretina: An alternate approach to retinal prosthesis: Visual stimulation strategy using chemicals

    2016 IEEE Annual India Conference, INDICON 20161970conference paper

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  105. Emergence of categorical face perception after extended early-onset blindness

    Proceedings of the National Academy of Sciences of the United States of America1970journal article

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  106. Indexing facial attractiveness and well beings using machine learning

    IEEE Region 10 Humanitarian Technology Conference 2016, R10-HTC 2016 - Proceedings1970conference paper

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  107. Isolated word speech recognition using larynx vibrations

    TENSYMP 2017 - IEEE International Symposium on Technologies for Smart Cities1970conference paper

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  108. Multi-sequential MR brain image classification for tumor detection

    Journal of Intelligent and Fuzzy Systems1970journal article

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  109. Unlocking the Mechanism of Devanagari Letter Identification Using Eye Tracking

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)1970book

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  110. A novel robust diagnostic model to detect seizures in electroencephalography

    Expert Systems with Applications1970journal article

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    0 cites
  111. A quantum parallel bi-directional self-organizing neural network (QPBDSONN) architecture for extraction of pure color objects from noisy background

    2016 International Conference on Advances in Computing, Communications and Informatics, ICACCI 20161970conference paper

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  112. Classification of post contrast T1 weighted MRI brain images using support vector machine

    Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 20161970conference paper

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  113. Detection of epileptic seizure patterns in EEG through fragmented feature extraction

    Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 20161970conference paper

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  114. Detection of ictal patterns in electroencephalogram signals using 3D phase trajectories

    12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 20151970conference paper

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  115. Efficient recognition of letal activities in EEG through correlation based dimensionality reduction

    Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 20161970conference paper

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  116. Emotion classification from EEG signals

    Proceedings of the 10th INDIACom; 2016 3rd International Conference on Computing for Sustainable Global Development, INDIACom 20161970conference paper

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  117. Locating ictal activities over human scalp with automated detection using EEG signals

    3rd International Conference on Signal Processing and Integrated Networks, SPIN 20161970conference paper

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  118. Neural correlates of the food/non-food visual distinction

    Biological Psychology1970journal article

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