TYPE TO SEARCH

Dr Kalpna Guleria
Professor

kalpna@chitkara.edu.in

Expert Areas : Wireless Sensor Networks, Energy Efficient Routing Protocols, VANETs, Internet of Vehicles (IoV), Machine Learning, Deep Learning, Federated Learning

Dr. Kalpna Guleria has completed her PhD in Computer Science Engineering from Thapar University, Patiala, India. She has received her M. Tech and B. Tech. with honours, majoring in Computer Science and Engineering. Presently, Dr. Kalpna is working as a Professor (Research) in Chitkara University Research and Innovation Network (CURIN), Chitkara University, Punjab, India.   She has been honoured with a meritorious service award and has received various awards of merit in academics as well. She is actively involved in research and has filed 35+ patents.

Dr. Kalpna is currently working on two Govt. funded projects. She is the Principal Investigator for a project titled “Awareness and Training Program for Teachers on Teaching Mathematics through Origami for Patiala and Mohali Districts of Punjab” under the banner of the National Council for Science & Technology(NCSTC), Department of Science and Technology (DST), Govt. of India, New Delhi. She is also Co-Principal Investigator in the Project “Smart Ergonomic Portable Commode Chair” under the Technology Interventions for Disabled and Elderly (TIDE) Scheme by the Ministry of Science and Technology, Govt. of India, New Delhi. She has research publications in SCI – journals and International conferences of high repute. She is also the reviewer of various International Journals. Her research interests include Wireless Sensor Networks, VANETS, IoV, Machine Learning, Deep Learning, and Federated Learning.

Kalpna Guleria
  • Research
  • Teaching
  • Awards
  • Patents
  • Education
  • Service

PUBLICATIONS:

  1. Kaur A, Guleria, K., and Trivedi, N. K. A deep learning-based model for biotic rice leaf disease detection. Multimedia Tools and Applications, 1-27. Springer, SCI Impact factor 3.6 https://doi.org/10.1007/s11042-024-18730-x
  2. Sobti R., Guleria, K. and Kadyan. V. Comprehensive literature review on children automatic speech recognition system, acoustic linguistic mismatch approaches and challenges, Multimedia Tools and Applications, 1-63. Springer, SCI Impact factor 3.6 https://doi.org/10.1007/s11042-024-18753-4
  3. Seth I., Guleria K., and Panda, S.N. A comprehensive review on vehicular ad-hoc networks routing protocols for urban and highway scenarios, research gaps and future enhancements, Peer-to-Peer Networking and Applications, Springer, SCI , Impact factor 4.2
  4. Shamas, S., Panda, S.N., Sharma, I., Guleria, K., Singh, A., AlZubi, A.A. and AlZubi, M.A., 2024. An Improved Lung Cancer Segmentation Based on Nature-Inspired Optimization Approaches. CMES-Computer Modeling in Engineering & Sciences, 138(2) SCI impact factor 2.071
  5. Sharma S., Guleria K., A comprehensive review on federated learning-based models for healthcare applications, Artificial Intelligence in Medicine, 2023,102691, ISSN 0933-3657, SCI Impact factor 7.5 Elsevier https://doi.org/10.1016/j.artmed.2023.102691
  6. Sharma, S., & Guleria, K. (2023). A systematic literature review on deep learning approaches for pneumonia detection using chest X-ray images. Multimedia Tools and Applications, 1-51. Springer, SCI Impact factor 3.6 https://doi.org/10.1007/s11042-023-16419-1
  7. Rani, M., Guleria, K. and Panda, S.N., 2024. Unleashing the Power of QoS: A Comprehensive Study and Evaluation of Services-based Scheduling Techniques for Fog Computing. International Journal of Intelligent Systems and Applications in Engineering, 12(4s), pp.388-405.
  8. Hasija, T., Kadyan, V., Guleria, K., Alharbi, A., Alyami, H., & Goyal, N. (2022). Prosodic Feature-Based Discriminatively Trained Low Resource Speech Recognition System. Sustainability, 14(2), 614. SCI Indexed, IF 3.9 Sustainability 2022, 14(2), 614; https://doi.org/10.3390/su14020614
  9. Guleria, K., Verma, A. K., Goyal, N., Sharma, A. K., Benslimane, A., & Singh, A. (2021). An enhanced energy proficient clustering (EEPC) algorithm for relay selection in heterogeneous WSNs. Ad Hoc Networks, 116, 102473. SCI Indexed Impact factor,  4.8,  https://doi.org/10.1016/j.adhoc.2021.102473
  10. Sharma, A., Goyal, N. & Guleria, K.(2020) Performance optimization in delay tolerant networks using backtracking algorithm for fully credits distribution to contrast selfish nodes. The Journal of Supercomputing. https://doi.org/10.1007/s11227-020-03507-4SCI Indexed Impact factor 3.3; Publisher: Springer
  11. Tiwari S., Kumar S., & Guleria K. (2020) Outbreak Trends of CoronaVirus (COVID-19) in India: A Prediction, Disaster Medicine and Public Health Preparedness, pp. 1-9, SCI  Indexed , Impact Factor 2.7; Cambridge University Press,  https://doi.org/10.1017/dmp.2020.115
  12. Guleria, K., & Verma, A. K. (2019). Comprehensive review for energy efficient hierarchical routing protocols on wireless sensor networks. Wireless Networks, pp. 1-25, SCI- Indexed Journal, Impact Factor=3.0; Publisher Springer US. https://doi.org/10.1007/s11276-018-1696-1.
  13. Guleria, K., & Verma, A. K. (2019). Meta-heuristic Ant Colony Optimization Based Unequal Clustering for Wireless Sensor Network. Wireless Personal Communications, 105(3), 891-911, SCI-Indexed Journal, Impact Factor 2.2; Publisher Springer US.https://doi.org/10.1007/s11277-019-06127-1
  14. Seth, I., Guleria, K., & Panda, S. N. (2023). A lane-based advanced forwarding protocol for internet of vehicles. International Journal of Pervasive Computing and Communications. ESCI and Scopus H Index 21; Publisher Emerald. https://doi.org/10.1108/IJPCC-08-2022-0305
  15. Sharma, S. Guleria, K., Kumar., S. & Tiwari, S. (2023). “Deep learning based model for detection of vitiligo skin disease using pre-trained Inception V3”, International Journal of Mathematical, Engineering and Management Sciences, vol. 8, no. 5, pp. 1024–1039, 2023, ESCI Indexed, Scopus H Index 16 https://doi.org/10.33889/IJMEMS.2023.8.5.059
  16. Guleria, K., Sharma, S., Kumar, S., & Tiwari, S. (2022). Early prediction of hypothyroidism and multiclass classification using predictive machine learning and deep learning. Measurement: Sensors, Elsevier, 24, 100482; Scopus indexed.
  17. Sharma, S., Guleria, K., Tiwari, S., & Kumar, S. (2022). A deep learning based convolutional neural network model with VGG16 feature extractor for the detection of Alzheimer Disease using MRI scans. Measurement: Sensors, Elsevier, 24, 100506; Scopus, indexed.
  18. Sarangi, P. K., Guleria, K., Prasad, D., & Verma, D. K. (2021). Stock movement prediction using neuro genetic hybrid approach and impact on growth trend due to COVID-19. International Journal of Networking and Virtual Organisations, 25(3-4), 333-352. Publisher Inderscience, https://doi.org/10.1504/ijnvo.2021.120172 Scopus indexed H Index 21
  19. Guleria, K., & Verma, A. K. (2018). An energy efficient load balanced cluster-based routing using ant colony optimization for WSN. International Journal of Pervasive Computing and Communications, 14(3/4), 233-246 ESCI and Scopus – Indexed Journal, Impact Factor=0.68, H-Index=21; Publisher Emerald. https://doi.org/10.1108/IJPCC-D-18-00013
  20. Guleria, K., Kumar S., & Verma, A.K (2019), Energy Aware Location Based Routing Protocols in Wireless Sensor Networks, In World Scientific News, An International Scientific Journal WSN 124(2) (2019) 326-333.
  21. Guleria, K., Prasad, D., Lilhore, U. K., & Simaiya, S. (2020). Asynchronous Media Access Control Protocols and Cross Layer Optimizations for Wireless Sensor Networks: An Energy Efficient Perspective. Journal of Computational and Theoretical Nanoscience, 17(6), 2531-2538, DOI: https://doi.org/10.1166/jctn.2020.8926.
  22. Guleria, K., Sharma, A., Lilhore, U. K., & Prasad, D. (2020). Breast Cancer Prediction and Classification Using Supervised Learning Techniques. Journal of Computational and Theoretical Nanoscience, 17(6), 2519-2522, DOI: https://doi.org/10.1166/jctn.2020.8924.
  23. Guleria K., Prasad D., & Kadyan V. (2019) Detection of Diabetic Patterns using Supervised Learning, International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Vol9(2) pp.1169-1173 DOI: 10.35940/ijeat.B3473.129219
  24. Lilhore, U. K., Simaiya, S., Guleria, K., & Prasad, D. (2020). An Efficient Load Balancing Method by Using Machine Learning-Based VM Distribution and Dynamic Resource Mapping. Journal of Computational and Theoretical Nanoscience, 17(6), 2545-2551, DOI: https://doi.org/10.1166/jctn.2020.8928.
  25. Kumar S, Guleria K, Tiwari S. An Analytical Study of Covid-19 Pandemic: Fatality Rate and Influential Factors. Design Engineering. 2021 Nov 13:12213-25.
  26. Lilhore, U. K., Simaiya, S., Prasad, D., & Guleria, K. (2020). A Hybrid Tumour Detection and Classification Based on Machine Learning. Journal of Computational and Theoretical Nanoscience, 17(6), 2539-2544, DOI: https://doi.org/10.1166/jctn.2020.8927.
  27. Sharma A, Guleria K, Kumar S. (2021) Systematic Review of Epidemiological Trends and Characteristics of SARS-CoV, MERS-CoV, and SARS-CoV-II. Design Engineering. 2021 Nov 13:12226-37.
  28. Guleria, K., Kumar, S., & Verma, A. K. (2020). Energy Efficient Synchronous Media Access Control for Wireless Sensor Networks. Journal of Computational and Theoretical Nanoscience, 17(6), 2523-2530, DOI: https://doi.org/10.1166/jctn.2020.8925.
  29. Goyal, H., Sukhija, A., Bhatia, K., Guleria, K. and Sharma, S. Demand Prediction of Consumer Intention to Buy Edible Items Using Machine Learning Techniques. In 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMARTGENCON-2023), Ghousia College of Engineering, Ramanagaram, Karnataka, India, 2023, 01-06. IEEE. Scopus
  30. Srivastav, S., Guleria, K. and Sharma, S. Deep Learning-based Convolutional Neural Network Model for Hair Diseases Detection. In 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMARTGENCON-2023), Ghousia College of Engineering, Ramanagaram, Karnataka, India, 2023, 01-06. IEEE. Scopus
  31. Singh, G., Guleria, K. and Sharma, S. A Pre-Trained VGG16 Model for Cataract Eye Disease Prediction. In 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMARTGENCON-2023), Ghousia College of Engineering, Ramanagaram, Karnataka, India, 2023, 01-06. IEEE. Scopus
  32. Saini, A., Guleria, K. and Sharma, S. An Efficient Fine-Tuned Convolutional Neural Network Model for Tea Leaf Disease Classification. In 2023 3rd International Conference on Smart Generation Computing, Communication and Networking (SMARTGENCON-2023), Ghousia College of Engineering, Ramanagaram, Karnataka, India, 2023, 01-06. IEEE. Scopus
  33. Srivastav, S., Guleria, K. and Sharma, S. Handwritten Digit Recognition using Fine-Tuned Convolutional Neural Network Model. In 2023 Third International Conference on Smart Technologies, Communication and Robotics (STCR-2023), Bannari Amman Institute of Technology, Sathyamangalam, India, 2023, 1-5. IEEE. Scopus
  34. Singh, G., Guleria, K. and Sharma, S. An Efficient DenseNet201 Pre-trained Model for Early Prediction of Breast Cancer. In 2023 International Conference on Emerging Research in Computational Science (ICERCS-2023), Department of Computer Science and Engineering, Karpagam Academy of Higher Education, Coimbatore, India, 2023, 1-6. IEEE. Scopus.
  35. Gulati, S., Guleria, K. and Goyal, N., Classification and detection of diabetic eye diseases using deep learning: A review and comparative analysis. In AIP Conference Proceedings, 2916(1). AIP Publishing. Scopus
  36. Singh, G., Guleria, K. and Sharma, S. A Transfer Learning-based Pre-trained VGG16 Model for Skin Disease Classification. In 2023 IEEE 3rd Mysore Sub Section International Conference (MysuruCon-2023), Vidya Vikas Institute of Engineering & Technology, Mysuru, 1-6. IEEE. Scopus
  37. Saini, A., Guleria, K. and Sharma, S. A Pre-trained MobileNetV2 Model for Oral Cancer Classification. In 2023 1st DMIHER International Conference on Artificial Intelligence in Education and Industry 4.0 (IDICAIEI-2023), Datta Meghe Institute of Higher Education and Research (Deemed to be University), Sawangi, Wardha, Maharashtra, India. 1-6 . IEEE. Scopus
  38. Srivastav, S., Guleria, K. and Sharma, S. A Fine-Tuned ResNet50 Model for Multiclass Cancer Prediction. In 2023 1st DMIHER International Conference on Artificial Intelligence in Education and Industry 4.0 (IDICAIEI), Datta Meghe Institute of Higher Education and Research (Deemed to be University), Sawangi, Wardha, Maharashtra, India. 1-6 . IEEE. Scopus
  39. Saini, A., Guleria, K. and Sharma, S. Cassava Leaf Disease Classification Using Pre-Trained EfficientNet Model. In 2023 International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS-2023), M.P.Nachimuthu M.Jaganathan Engineering College Chennimalai, Erode, Tamilnadu, India, 675-680. IEEE. Scopus
  40. Saini, A., Guleria, K. and Sharma, S. Deep Learning-based Model for the Classification of Tuberculosis using Convolution Neural Network. In 2023 4th IEEE Global Conference for Advancement in Technology (GCAT-2023), Nagarjuna College of Engineering and Technology , Bangalore ,kranataka, 1-6. IEEE. Scopus
  41. Srivastav, S., Guleria, K. and Sharma, S. Waste Segregation using Deep Learning-based Convolutional Neural Network Model.  In 2023 4th IEEE Global Conference for Advancement in Technology (GCAT-2023), Nagarjuna College of Engineering and Technology , Bangalore ,kranataka, 1-6. IEEE. Scopus
  42. Singh, G., Guleria, K. and Sharma, S. A Deep Learning-based Fine-tuned Convolutional Neural Network Model for Plant Leaf Disease Detection. In 2023 4th IEEE Global Conference for Advancement in Technology (GCAT-2023), Nagarjuna College of Engineering and Technology , Bangalore ,kranataka, 1-6. IEEE. Scopus
  43. Srivastav, S., Guleria, K. and Sharma, S. A Convolution Neural Network-Based System for Licensed Number Plate Recognition. In 2023 International Conference on Network, Multimedia and Information Technology (NMITCON-2023), Nitte Meenakshi Institute of Technology, Yelahanka, Karnataka, India. 1-6. IEEE. Scopus
  44. Saini, A., Guleria, K. and Sharma, S. Deep Learning Based Model for Malaria Disease Detection Using Convolution Neural Network. In 2023 International Conference on Network, Multimedia and Information Technology (NMITCON-2023), Nitte Meenakshi Institute of Technology, Yelahanka, Karnataka, India. 1-6. IEEE. Scopus
  45. Saini, A., Guleria, K. and Sharma, S., 2023, August. Multiclass Classification of Rice Leaf Disease Using Deep Learning Based Model. In 2023 3rd Asian Conference on Innovation in Technology (ASIANCON-2023), Pimpri Chinchwad College of Engineering & Research, Pune, Maharashtra. 1-6. IEEE. Scopus
  46. Saini, A., Guleria, K., & Sharma, S. An Efficient Deep Learning Model for Eye Disease Classification. In International Conference on Smart Computing and Systems Engineering (SCSE-2023), University of Kelaniya, Sri Lanka. IEEE.Scopus
  47. Saini, A., Guleria, K., & Sharma, S. Machine Learning Approaches for Early Identification of Thyroid Disease: A Predictive Study. In World Conference on Communication & Computing 2023 (WCONF-2023), Kalinga University, Raipur. IEEE. Scopus
  48. Srivastav, S., Guleria, K., & Sharma, S. Machine Learning Models for Early Brain Stroke Prediction: A Performance Analogy. In World Conference on Communication & Computing 2023 (WCONF-2023), Kalinga University, Raipur. IEEE. Scopus
  49. Srivastav, S., Guleria, K., & Sharma, S. Lung Cancer Detection using Deep Learning-based Convolutional Neural Networks. In 3rd ASIANCON 2023, Chinchwad College of Engineering and Research, Ravet, Pune, India. IEEE. (Accepted)Scopus
  50. Srivastav, S., Guleria, K., & Sharma, S. Tea Leaf Disease Detection using Deep Learning-based Convolutional Neural Networks. In 2023 IEEE World Conference on Applied Intelligence and Computing (AIC 2023), Rajkiya Engineering College, Sonbhadra, India, Ashoka Institute of Technology & Management, Varanasi, India. IEEE. (Accepted)Scopus
  51. Sharma, S., Guleria, K., Kumar, S., & Tiwari, S. (2023, January). Benign and Malignant Skin Lesion Detection from Melanoma Skin Cancer Images. In 2023 International Conference for Advancement in Technology (ICONAT) (pp. 1-6). IEEE. Scopus
  52. Sharma, S., & Guleria, K. (2023). A deep learning model for early prediction of pneumonia using VGG19 and neural networks. In Mobile Radio Communications and 5G Networks: Proceedings of Third MRCN 2022 (pp. 597-612). Singapore: Springer Nature Singapore. Scopus
  53. Saini, A., Guleria, K., & Sharma, S. (2023, March). Performance Analysis of Machine Learning Approaches for Stroke Prediction in Healthcare. In 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 903-907). IEEE. Scopus
  54. Srivastav, S., Guleria, K., & Sharma, S. (2023, March). Predictive Machine Learning Approaches for Cervical Cancer Detection: An Analytical Comparison. In 2023 10th International Conference on Computing for Sustainable Global Development (INDIACom) (pp. 951-956). IEEE. Scopus
  55. Saini, A., Guleria, K., & Sharma, S. (2023, February). Predictive Machine Learning Techniques for Diabetes Detection: An Analytical Comparison. In 2023 2nd Edition of IEEE Delhi Section Flagship Conference (DELCON) (pp. 1-5). IEEE. Scopus
  56. Sharma, S., & Guleria, K. (2022, October). Pneumonia Detection from Chest X-ray Images using Transfer Learning. In 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1-6). IEEE. Scopus
  57. Sharma, S., & Guleria, K. (2022, October). Machine Learning Techniques for Intelligent Vulnerability Detection in Cyber-Physical Systems. In 2022 International Conference on Data Analytics for Business and Industry (ICDABI), University of Bahrain (pp. 200-204). IEEE. Scopus
  58. Gulati, S., Guleria, K., & Goyal, N. (2022, October). Classification of Migraine Disease using Supervised Machine Learning. In 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1-7). IEEE. Scopus
  59. Goel, S., Guleria, K., & Panda, S. N. (2022, October). Anomaly based Intrusion Detection Model using Supervised Machine Learning Techniques. In 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1-5). IEEE. Scopus
  60. Rani, M., Guleria, K., & Panda, S. N. (2022, October). Blockchain Technology Novel Prospective for Cloud Security. In 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1-6). IEEE. Scopus
  61. Kaur, A., Guleria, K., & Trivedi, N. K. (2022, October). A Deep Learning based Model for Rice Leaf Disease Detection. In 2022 10th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1-5). IEEE. Scopus
  62. S. Sharma and K. Guleria, “Deep Learning Models for Image Classification: Comparison and Applications,” 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), 2022, pp. 1733-1738, doi: 10.1109/ICACITE53722.2022.9823516 Scopus
  63. Rani, M., Guleria, K., & Panda, S. N. (2022). State-of-the-Art Dynamic Load Balancing Algorithms for Cloud Computing. ECS Transactions, 107(1), 8339, doi: https://doi.org/10.1149/10701.8339ecst. Scopus
  64. S. Gulati, K. Guleria and N. Goyal, “Classification and Detection of Coronary Heart Disease using Machine Learning,” 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), 2022, pp. 1728-1732, doi: 10.1109/ICACITE53722.2022.9823547. Scopus
  65. Goel, S., Guleria, K., & Panda, S. N. (2022). Machine Learning Techniques for Precision Agriculture Using Wireless Sensor Networks. ECS Transactions, 107(1), 9229, doi: https://doi.org/10.1149/10701.9229ecst. Scopus
  66. Seth, I., Guleria, K., & Panda, S. N. (2022). Introducing Intelligence in Vehicular Ad Hoc Networks Using Machine Learning Algorithms. ECS Transactions, 107(1), 8395, doi: https://doi.org/10.1149/10701.8395ecst . Scopus
  67. Tiwari, D., Prasad, D., Guleria, K., & Ghosh, P. (2021, October). IoT based Smart Healthcare Monitoring Systems: A Review. In 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)(pp. 465-469). IEEE, DOI: 10.1109/ISPCC53510.2021.9609393. Scopus
  68. Kaur, A., Guleria, K., & Trivedi, N. K. (2021, October). Rice Leaf Disease Detection: A Review. In 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)(pp. 418-422). IEEE, DOI: 10.1109/ISPCC53510.2021.9609473. Scopus
  69. Rani, M., Guleria, K., & Panda, S. N. (2021, September). Cloud Computing An Empowering Technology: Architecture, Applications and Challenges. In 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO)(pp. 1-6). IEEE, DOI: 10.1109/ICRITO51393.2021.9596259. Scopus
  70. Seth, I., Panda, S. N., & Guleria, K. (2021, September). The Essence of Smart Computing: Internet of Things, Architecture, Protocols, and Challenges. In 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) (pp. 1-6). IEEE. Scopus
  71. Rani, M., Guleria, K., & Panda, S. N. (2021, September). Enhancing Performance of Cloud: Fog Computing Architecture, Challenges and Open Issues. In 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO)(pp. 1-7). IEEE, DOI: 10.1109/ICRITO51393.2021.9596498. Scopus
  72. Seth, I., Panda, S. N., & Guleria, K. (2021, October). IoT based Smart Applications and Recent Research Trends. In 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC)(pp. 407-412). IEEE, DOI: 10.1109/ISPCC53510.2021.9609484. Scopus
  73. Sharma, A., Guleria, K., & Goyal, N. Prediction of Diabetes Disease Using Machine Learning Model.(2021) In International Conference on Communication, Computing and Electronics Systems (p. 683) Springer, DOI: 10.1007/978-981-33-4909-4_53. Scopus
  74. Hasija, T., Kadyan, V., & Guleria, K. (2021, March). Recognition of Children Punjabi Speech using Tonal Non-Tonal Classifier. In 2021 International Conference on Emerging Smart Computing and Informatics (ESCI)(pp. 702-706). IEEE, DOI: 10.1109/ESCI50559.2021.9397041. Scopus
  75. Sharma, A., & Guleria, K. (2021, March). A Framework for Hotel Inventory Control System for Online Travel Agency using Robotic Process Automation. In 2021 International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)(pp. 764-768). IEEE, DOI: 10.1109/ICACITE51222.2021.9404613. Scopus
  76. Hasija, T., Kadyan, V., & Guleria, K. (2021) Out Domain Data Augmentation on Punjabi Children Speech Recognition using Tacotron, 1st International conference on Mechatronics and Artificial Intelligence, ICMAI-2021, Journal of Physics: Conference Series (JPCS)-IOP Science, doi: https://doi.org/10.1088/1742-6596/1950/1/012044. Scopus
  77. Guleria, K., & Verma, A. K. (2018). Unequal Clustering-An Enhancement to Network Longevity in WSNs. In 2018 4th International Conference on Computing Communication and Automation (ICCCA)(pp. 1-4). IEEE, DOI: 10.1109/CCAA.2018.8777605. Scopus
  78. Kaur, A., Guleria, K., & Trivedi, N. K. (2021, March). Feature Selection in Machine Learning: Methods and Comparison. In 2021 International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)(pp. 789-795). IEEE, DOI: 10.1109/ICACITE51222.2021.9404623. Scopus
  79. Guleria, K., & Verma, A. K. (2018). Ant Colony Optimization Techniques–An Enhancement to Energy Efficiency in WSNs. In International conference on Computer Networks, Big data and IoT (pp. 670-677). Lecture Notes on Data Engineering and Communications Technologies, Springer, Cham, DOI: 10.1007/978-3-030-24643-3_80. Scopus
  80. Sobti, R., Kadyan, V., & Guleria, K. (2022). Challenges for Designing of Children Speech Corpora: A State-of-the-Art Review. ECS Transactions, 107(1), 9053. Scopus
  81. Sharma, S., & Guleria, K. (2023). A Deep Learning based model for the Detection of Pneumonia from Chest X-Ray Images using VGG-16 and Neural Networks. Procedia Computer Science, 218, 357-366. Scopus
  82. Saini, A., Guleria, K., & Sharma, S. Machine Learning Approaches for an Automatic Email Spam Detection. In International Conference on Artificial Intelligence and Applications (ICAIA-2023), Alliance University, Bangalore. IEEE. Scopus
  83. Vishwakarma, A., Saini, A., Guleria, K., & Sharma, S. An Early Prognosis of Lung Cancer using Machine Intelligence.  In International Conference on Artificial Intelligence and Applications (ICAIA-2023), Alliance University, Bangalore. IEEE. Scopus
  84. Saini, A., Guleria, K., & Sharma, S. (2023, March). Tomato Leaf Disease Classification using Pre-trained Convolutional Neural Network Model. In 2023 Second International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), Trichirappalli, India, 2023, 01-06. IEEE. Scopus
  85. Saini, A., Guleria, K., & Sharma, S. An Automatic Fake News Identification using Machine Learning Techniques. In First International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT-2023), National Institute of Technology Puducherry, Karaikal, India. IEEE. Scopus
  86. Srivastav, S., Guleria, K., & Sharma, S. Predictive Machine Learning Approaches for Chronic Kidney Diseases. In the 4th International Conference of Emerging Technologies (INCET-2023), Jain College of Engineering, Hunchyanatti Cross, Tippusultan Nagar, Machhe, Belgaum, Karnataka. IEEE. Scopus
  87. Saini, A., Guleria, K., & Sharma, S. A Deep Learning-based Convolutional Neural Networks Model for White Blood Cell Classification. In the 4th International Conference of Emerging Technologies (INCET-2023), Jain College of Engineering, Hunchyanatti Cross, Tippusultan Nagar, Machhe, Belgaum, Karnataka. IEEE. Scopus
  88. Srivastav, S., Guleria, K., & Sharma, S. Machine Learning Based Predictive Model for Intrusion Detection. In First International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT-2023), National Institute of Technology Puducherry, Karaikal, India. IEEE. Scopus
  89. Srivastav, S., Guleria, K., & Sharma, S. Skin Cancer Classification using Deep Learning based Convolutional Neural Network Model. In 1st Renewable Energy and Sustainable E-Mobility (RESEM-2023), Maulana Azad National Institute of Technology, Bhopal, India. IEEE.Scopus
  90. Guleria, K. & Dhindsa, K. S., Rule based modeling approach using hybrid fuzzy rough sets, an International Conference on advances in Computing, ACM chapter sponsored by International Journal of Computer Science and application (IJCSA), AnuradhaEngg. College, Chikhli, Maharastra, on 21st -22nd, Feb., 2008.
  91. Guleria, K., & Sehgal, N. K.,  Evolution of 4G Technology: Vision , Perspective & Comparison with earlier Technologies, an International Conference held at Continental Institute of International Studies (CIIS), Fatehgarh Sahib, Punjab, on 18th- 19th , Feb., 2010.
  92. Sehgal, N.K., & Guleria, K., An Innovative approach to Wireless Technology”, an International Conference, Continental Institute of International Studies (CIIS), Fatehgarh Sahib, Punjab on 18th- 19th , Feb., 2010.
  93.  Verma, M., Singh A., Guleria, K., Rani, P., Best Activities in Software Test Automation, An International Symposium on Computer Engineering and Technology ISCET, 2010, held at RIMIT, Mandigobingarh.
  94.  Verma, M., Singh A., Guleria, K., Rani, P., Software Metrics, An International Symposium on Computer Engineering and Technology ISCET, 2010, held at RIMIT, Mandigobingarh.
  95. Guleria, K.,  Sehgal, N.K.& Juneja, M.,  “Wireless Access Technologies in 2G & 3G”, a National Conference held at Rayat & Bahra Institute of Engg. & Bio-Technology, Mohali Campus, Punjab, on 8th -9th, Apr., 2010.
  96. Guleria, K., & Juneja, M., Evolution of 3G Technology, a National Conference on Trends in Computing (NCTC-07), held at Swami Vivekanand Institute of Engg. &Technology, Punjab, on 18th -19th, May 2007.
  97. Guleria K. “Review on IP security Protocols”, a National Seminar on Engineering Research and Applications, held at University School of Engineering and Technology, Rayat- Bahra University, Mohali, June, 2015.
  98. Guleria, K., & Kaur, G., “Implementation Analysis & comparison of Lossless Compression Techniques”, a National Conference on Emerging Trends in Communication & IT (ETCIT-07) held at Rayat Institute of Engg. & IT, Ropar , Punjab on 24th – 25th Feb., 07.

BOOK CHAPTERS:

  1. Guleria, K., Atham, S. B., & Kumar, A. Data Fusion in Underwater Wireless Sensor Networks and Open Research Challenges. In Energy-Efficient Underwater Wireless Communications and Networking (pp. 67-84). IGI Global, DOI: 10.4018/978-1-7998-3640-7.ch005. (Published)
  2. Atham, S. B., & Guleria, K. Smart City in Underwater Wireless Sensor Networks. In Energy-Efficient Underwater Wireless Communications and Networking (pp. 287-301). IGI Global, DOI: 10.4018/978-1-7998-3640-7.ch019. (Published)
  3. Trivedi N.K., Anand A., Lilhore U.K., Guleria K., “Deep Learning Applications on Edge computing Computing” In Machine Learning for Edge Computing, CRC Press, doi: https://doi.org/10.1201/9781003143468. (Published)
  4. Computer Networks –II, ISBN Number 978-93-5077-369-7, Authored by Anil K. Verma, Kalpna Tech –Max Publications

Field of Specialization
Computer Networks, Wireless Sensor Networks, Ad-hoc Networks, Routing Protocols, Swarm optimization, Database Management Systems, Relational Database Management Systems.

FDP’s Organized/Attended

  1. Received the approval and grant for ISTE-PTU sponsored FDP program on “Network Security, Challenges and Solutions” and successfully coordinated the same from 14/07/2014 to 18/07/2014.
  2. Coordinated a content based FDP on Relational Database Management System from 21/07/2014 to 25/07/2014.
  3. Delivered an expert talk on “Impact of Social Networking Sites (SNS) on Youth” in seminar on Role of ICT in everyday life at RBU, Mohali on April 24th 2014.
    Organized FDP on Cyber security Measures 24/03/2014 to 28/03/2014 from NITTTR.
  4. Attended a Faculty Development Program (FDP) on Network Security Challenges and Solutions at RBU, Mohali,from 14th July, 2014 to 18th July, 2014.
  5. Attended a FDP on Cyber Security Measures from National Institute of Technical Teachers Training and Research, Chandigarh from 23rd March, 2014 to 28th March, 2014.
  6. Attended Content based FDP on Analysis & Design of Algorithms at RBU, Mohali from 7th July, 2014 to 11th July, 2014.
  7. Attended FDP on Emerging Computer Trends and Techniques in Industries Analysis & Design of Algorithms at RIMIT Institute of Engineering & Technology, Mandi-GobindgarhPunjab from 16th June, 2014 to 20th June, 2014.
  8. Attended Content based FDP on Relational Database Management Systemat Rayat- Bahra University, Mohali from 21st July, 2014 to 25th July, 2014.
  9. Successfully completed International Workshop on Cloud Computing and High Performance Computing (CCHPC-2012) conducted by Prof. Raj Kumar Buyya , University of Melbourne , Australia in Computer Science and Engineering Department, Thapar University, Patiala on 5th Dec. 2012.
  10. Attended a FDP on Rational Rose Training Course organized by IBM Certified Professional at Rayat Institute of Engineering and Information Technology , Ropar, Punjab from 15/12/2004 – 16/12/2004.
  11. Attended a FDP on “Video as an aid in classroom teaching” by NITTTR, Chandigarh held at Rayat Institute of Engineering and Information Technology, Ropar, Punjab from 13/2/2004 – 15/2/2004

Project Grants:

  • Co – Principal Investigator in the Project “Smart Ergonomic Portable Commode Chair” Disabled and Elderly (TIDE) Scheme by the Ministry of Science and Technology, Govt. of India, New Delhi :  “Grant Rs.47,37,039/-  Duration 3 years | Status: Ongoing
  • Coordinated ISTE-PTU sponsored FDP on “Network Security, Challenges and Solutions” 14/07/2014 to 18/07/2014 Grant: Rs. 1 Lac  Duration : One week | Status: Completed
  • Coordinated Learning Mathematics through Origami , Punjab State Council for Science & Technology & DST,  New Delhi Grant: Rs. 50K , Duration: 2 Days | Status: Completed
  1. Honored with Long and Meritorious Service Award at Rayat – Bahra University, Mohali,India.
  2. Recipient of various awards of Merit/Honors in academics and co-curricular activities.
  3. Award of appreciation for excellent performance asIIM-CAT Coordinator at Rayat-Bahra Bio-Technology, Center of Excellence, Mohali Campus (2009).
  4. Award of appreciation for successfully coordinating ISTE-PTU sponsored FDP on Network Security Challenges and Solution at Rayat -Bahra College of Engineering & Bio Technology, Mohali (2014).

Patents (Filed /Published/ Granted)

  1. Panda, S.N., Singh S., Kumar, N., Kaushal, R., & Guleria, K., Portable Commode Assembly | Patent No. 321491-001, Dt. 10 Sep., 2019 : Granted
  2. Rani,M., Guleria, K.,  Panda, S.N., & Ahuja, S., Smart Stand for Two Wheelers (SET)| patent No. 349139-001|08-09-2021 Granted
  3. Seth,I., Panda,S.N.,  & Guleria, K., Pedal Toilet Flushing System | patent No. 345460-001|29 June 2021 Granted
  4.  Seth,I., Panda,S.N., & Guleria, K., Ear Mask | Patent No. 344400-001 Dt. 8 June,2021 Granted
  5. Kumar ,A., Mittal, S.K.,  Panda,S.N., Goyal, N.,  Guleria,K.,  Muthukumaran, M., & Singh, S.,  Seed Analyzer Device| Patent No. 342438-001 Dt. 15 April,2021 Granted
  6. Sarangi,P.K., Singh,G., Sharma,K., Guleria,K., Rani, L., & Sinha ,D.,  Multi-Usable Electric Plug |Patent No. 360871-001|17-03-2022 Granted
  7. Prasad,D., Sharma, V., Thakur, S., Khurana, M., Verma,B.K., Guleria, K.,  Singh, S., Hassan,A.,  Kansal, I., & Popli,R.,  Splash Protection System for Camera | Patent No. 350640-001 | 04 -10- 2021 Granted
  8. Guleria K., A System and Method for the detection of Kidney Disease | patent No. 202211052914, Dt. 16.09.2022; Published
  9. Guleria, K., System and method for detection of lung cancer | Patent No. 202211050658| Dt. 02 Sep.,2022 | Published
  10. Guleria, K., SYSTEM AND METHOD FOR DETECTION OF LATENT TUBERCULOSIS INFECTION| Patent No. 202211050660| Dt. 05 Sep.,2022 Published
  11. Guleria, K., & Ahuja, S., System and method for detection of Parkinson disease|202211050195| Patent No. 202211050195| Dt. 02 Sep.,2022| Published
  12. Guleria K., Rani M., Panda S. N. , Goel S., Kaur A. , Garg S., A System to prevent misbalance during operation of a two wheeler vehicle and a method thereof “ | Patent no. 202211071378, Dt. 10.12.2022; Published
  13. Guleria K., Kumar S. , Tiwari S., AUTOMATED SANITIZATION AND CLEANING SYSTEM FOR ESCALATORS,| Patent No. 202211047344, Dt. 19.08 .2022 | Published
  14. Guleria, K., Yadav, S., Verma, A., & Ahuja, S., System for Managing Traffic At Sharp Turn of Road | Patent No. 202011002856, Dt.  22 Jan , 2020 : Published
  15. Guleria, , Ahuja, S., Goyal,N., Trivedi, N.K., Sharma, A., Kaur, A., & Rani, M., Automated Cashless Fare Deduction for Public Transport Systems| Patent No. 202111022922 Dt. 22 May, 2021 Published
  16. Guleria, K., Ahuja, S., Ghosh, P., & Sarangi, P.K., Automatic Wearable Safety Device| Patent No. 202111021845 Dt. 12 May, 2021. Published
  17. Sharma, S., & Guleria, K., Eyewear with Detachable Audio System| Patent No. 202211026001| 04-05-2022| Published
  18. Kumar,A.,  Guleria, K., Ahuja,S., & Goyal,N.,  System for Health Monitoring and Alerting| Patent no. 202011042088, Dt. 28 Sep.,2020 Published
  19. Goel S., Guleria, K., Panda S.N.,Rani M.,BLOOD GLUCOSE MONITORING SYSTEM| Patent No.|202211050654 Dt. 05 Sep.2022| Published
  20. Kansal,I., Popli,R., Goyal,N., Kasana, S.S., Gupta, D., Guleria,K., & Kumar, A., Apparatus and Assembly for Automatic Feeding| Patent No. 2021 11 026250 Dt. 12 June,2021  Published
  21. Choudhary,M., Goyal,N., Kumar, M., Pandith,A.,M.,  Guleria,K., Kaushal,R., Kumar,N., &  Rani, S., System and Device for Monitoring Underwater Wireless Sensor Network Based Applications| Patent No 202211026256| 05-05-2022 |Published
  22. Mishra, S., Singh, D., and Guleria,K., System and Method for Conducting Social Media Investigation| Patent No., 202311026343 A| 19/05/2023 Published
  23. Sarangi,P.K., Guleria,K., Tiwari,S., & Singh,S., Monitoring and Alerting System for Water Source | 202111035394| 5 Aug,2021 Published
  24. Saini, A., Guleria, K., Sharma, S., & Srivatav, S., Smart Shoes with object detection, GPS tracker, Fall detection and Audio Module| Patent No. DPIPCON230613-1191| 04-10-2023| Filed
  25.  Seth, I., Panda, S.N., & Guleria, K., Foot Actuated Toilet Flushing Apparatus | Patent No. 202111019535 Dt. 28 Apr.,2021 Filed
  26. Kumar, A., Ahuja,S.,  Guleria,K., Kaur, N., & Salim, M.,  System to Control Opening and Closing of Door | Patent no.  202011006139, Dt.12 Feb.,2020 | Filed
  27. Kumar,R.,  Goyal,N.,  Sharma, A.K., Singh,D., Popli,R., Guleria,K., & Kumar, A.,  Apparatus for providing Uninterrupted Supply of Power| Patent no. 202011046474 Dt. 24 Oct.,2020 Published
  28. Guleria,K., Ahuja,S., Goyal,N., Trivedi, N.K., Sharma, A., Kaur, A., & Rani, M., Automated Cashless Fare Deduction for Public Transport Systems| Patent No. 202111022922 Dt. 22 May, 2021 Published
  29. Sarangi,P.K., Singh,G., Sharma,K., Rani,L., Guleria,K., Mittal,N.,  Rath,B.P., & SAHU, A.K., DOORMAT WITH SAFETY SYSTEM | Patent No. 202211040030| 12/07/2022. Published
  30. Guleria, K., Singh S., Kumar, S., & Panda, S.N., Smart Watch Fitted with Emergency Medication| Patent No. 350831-001| 06-10-2021 Filed
  31. Sharma, S., & Guleria, K., Pneumonia Detection Using Federated Learning Techniques| Patent No. UPIPCON230426-1158 Dt. 30-06-2023 Filed
  32. Guleria, K., Rani, M., Panda, S.N., Goel, S., Kumar, M., Verma, S., Garg, S., & Sharma, S., Smart White Board Marker| Patent No. 385582-001 Dt. 04-05-2023 Filed
  33. Goel, S., Guleria, K., Panda, S.N., Rani, M., Kumar, M., Verma, S., Sharma, S., & Seth, I., Smart Over Bed Table with Sink Facility Patent No. 387279-001 Dt. 30-05-2023 Filed
  34. Sharma, S., & Guleria, K., Wirelessly Connected Earphones and Spectacles with GPS Tracker| Patent No. 362523-001|13-04-2022 Filed
  35. Goel, S., Guleria,K., Panda, S. N., & Rani,M., “Full CONVERTIBLE/INTEGRATED INFANT SEATS FOR FOUR-WHEELERS” | Patent No. 366204-001 | 16/06/2022. Filed
  36. Sarangi, P.K., Singh,G., Sharma,K., Rani,L., Guleria,K., Rath, B.P., Mittal,N., Sinha,S., & Baggan,V., Reusable Led Bulbs|361024-001| 22-03-2022 Filed

International Patent

  1. Kumar, S., Goyal, N., Guleria, K.,  Kumar, S., Sharma, V., Angurala, M., Aggarwal, M., Chaudhary, M., & Nain, M.,  Internet Of Things Enabled Smart Shoes |Patent number: 2021104283  | Date : 30/03/2022 Granted

PhD in Computer Science Engineering.
M. Tech in Computer Science Engineering.
B.Tech in Computer Science Engineering.

Service

  • Presently working as Professor – Research, in Chitkara University Research and Innovation Network (CURIN), Chitkara University, Punjab, since July 2023 till date.
  • Associate Professor Research- Chitkara University Research and Innovation Network (CURIN), Chitkara University Punjab,  May 2019 -June 2023

Previous Positions:

  • Rayat Bahra University, Mohali, Punjab, (Computer Science Engineering  Department)
  • Associate Professor ( Sep 2012 – March 2016),
  • Assistant Professor ( July 2009 – Aug 2012)
  • Rayat Institute of Engineering and Information Technology, Ropar (Punjab) (Computer Science Engineering  Department)
  • Assistant Professor ( July 2003 –  July 2009)
  • International Institute of Telecom Technology, Kala Amb, Sirmour, H.P. (Computer Science Engineering Department) Lecturer (Nov 2002 – May,2003)

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