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 Department of Computer Science
18 March 2025

Department Of Computer Science

       The Department of Computer Science started functioning in Aug 2011 with Dr. E Balagurusamy, former Vice Chancellor, Anna University, Chennai, formally inaugurating its activities. The Department offers MSc Computer Science with specialization in Intelligent Systems.The courses are designed with the objective of equipping the students for the IT industry and for streamlining them for taking up research in Intelligent Systems. State of the art computing facilities are available in the Department. Currently the department has two labs – General Computing Lab (for general computing requirements) and Signal Processing and Intelligent Systems Lab (for advanced research in Intelligent Systems). Both the labs have high-end Apple i-Mac and Apple Mac Pro systems. The Intelligent Systems Lab is also equipped with high-end research tools and software.The Department also offers a PhD programme in Computer Science. Since its inception, the Department has been organizing a host of curricular and co-curricular activities aiming at the academic enrichment of the students and faculty. The two-day National Conference on Pattern Analysis and Applied Intelligence held in March 2013 was a landmark event in the history of the Department. The ASCI (Association of Students in Computational Intelligence), the technical forum of the Computer Science students of the Central University of Kerala, functioning under the patronage and guidance of the Department of Computer Science, regularly organizes seminars, training programs, discussions and technical events for cultivation and fostering of research outlook among the students.

Department Of Computer Science

The Department offers MSc Computer Science with specialization in Intelligent Systems.

E-Learning
Recent Events
 Workshop on Full Stack Development  

 Getting Started with Blockchain:Tools and Development   

 Workshop on Blockchain in Health Care  

 Workshop on Cyber Security and Cyber Forensics  

 Expert talk on Cyber Security Essentials  

 Workshop on 3D Printing  

 Induction Training Programme  

 Intelligent System Desiging Workshop  

 Skill Development Programme on Machine Learning through Python   

 AI Enabled Cloud Services  

 One day workshop on Meet with Industry  

Department Of Computer Science

The Department offers MSc Computer Science with specialization in Intelligent Systems.

E-Learning
Programmes
MSc Computer Science

MSc Computer Science (2024 Onwards)

PhD Computer Science

PhD Computer Science (2024 Onwards)

Department Of Computer Science

The Department offers MSc Computer Science with specialization in Intelligent Systems.

E-Learning
Faculty


Dr. Arun Kumar Sinha
Professor
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Dr. Rajesh R
Professor
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Dr. JAYASUDHA J. S.
Professor
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Dr. DEEPTHI K
Associate Professor
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Dr. Thasleema T M
Assistant Professor
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Dr. V Kumar
Assistant Professor
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Dr. Manohar Naik S
Assistant Professor
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Dr. Adithya V.
Assistant Professor
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Ms Adithya V
Adhoc - Faculty
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Ms Shabina Bhaskar
Adhoc - Faculty
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Department Of Computer Science

The Department offers MSc Computer Science with specialization in Intelligent Systems.

E-Learning
Publications
  1. Ashfaq Ahmad Najar, S. Manohar Naik,(2024)."AE-CIAM: a hybrid AI-enabled framework for low-rate DDoS attack detection in cloud computing",Cluster Computing,28

  2. Akanksha P, Manohar Naik S.,(2024)."Network Intrusion Detection with SMOTE-ENN and Deep Learning Techniques",Smart Computing Paradigms: Artificial Intelligence and Network Applications,1147

  3. Thushara B., Adithya V., Sreekanth N. S.,(2024)."Gesture Centric Interaction: Evaluating Hand and Head Gestures in Touchless Cursor Control",Ergonomics, Taylor and Francis,1-21

  4. R. Vaishali; S Manohar Naik,(2024)."A Novel LightGBM-Bayesian Approach for DDoS Detection in SDN Environments",IEEE 2024 Moratuwa Engineering Research Conference (MERCon),pp. 7-12,

  5. Ashfaq Ahmad Najar, Manohar Naik S.,(2024)."A Robust DDoS Intrusion Detection System Using Convolutional Neural Network",Computers and Electrical Engineering,Volume 117

  6. Ashfaq Ahmad Najar, S. Manohar Naik,(2024)."A novel CNN‐based approach for detection and classification of DDoS attacks",Concurrency and Computation: Practice and Experience,1-21

  7. Ashfaq Ahmad Najar, S. Manohar Naik,(2024)."Cyber-Secure SDN: A CNN-Based Approach for Efficient Detection and Mitigation of DDoS attacks",Computers & Security,Volume 139

  8. Manohar Naik S and Hashida Hydros,(2024)."Detection approaches for android malware: Taxonomy and review analysis",Expert Systems with Applications,238, 1-28

  9. R. Vaishali & S. Manohar Naik,(2024)."A DNA Cryptosystem Using Diffie–Hellman Key Exchange",SN Computer Science,Volume 5, article number 274

  10. Manas Rahman, Kumar V,(2024)."A Hybrid Recommendation System for Retail Marketing",2023 2nd International Conference on Futuristic Technologies (INCOFT),10-16

  11. KN Archana, V Kumar,(2023)."GMM-Based Mean Approximation for Skin Disease Classification using Machine Learning",2023 International Conference on Computational Intelligence, Networks and Security (ICCINS),1-5

  12. PS Pravitha, V Kumar,(2023)."Unlocking the Potential of Transfer Learning for Leaf Disease Detection: A Comprehensive Study with CNN and Pre-Trained Architectures",2023 International Conference on Computational Intelligence, Networks and Security (ICCINS),1-6

  13. Vanlalruata Hnamte, Ashfaq Ahmad Najar, Hong Nhung-Nguyen, Jamal Hussain, Manohar Naik Sugali,(2023)."DDoS attack detection and mitigation using deep neural network in SDN environment",Computers & Security,Volume 138, March 2024, 103661

  14. Sruthi K; Manohar Naik S,(2023)."Enhancing Phishing Website Detection with Feature Credibility Score and Weighted Threshold using Neural Networks",2023 2nd International Conference on Futuristic Technologies (INCOFT),pp. 1-6

  15. Aruna, A. S., Remesh Babu, K. R., & Deepthi, K.,(2023)."An Ensemble Approach for Prioritizing Antivirals Against COVID-19 via Heterogeneous Network Inference-Based Inductive Matrix Completion",Journal of Computational Biophysics and Chemistry (SCI),112, 1-12

  16. Manohar Naik S & Hashida Haidros Rahima Manzil,(2023)."Android ransomware detection using a novel hamming distance based feature selection",Journal of Computer Virology and Hacking Techniques,1-23

  17. Manohar Naik S,(2023)."Android malware category detection using a novel feature vector-based machine learning model",Cybersecurity,6, 1-11

  18. Mariyam Irshada, V Kumar,(2023)."SMOTE and ExtraTreesRegressor based random forest technique for predicting Australian rainfall",International Journal of Information Technology,15, 679–1687

  19. Manohar Naik S,(2022)."DynaMalDroid: Dynamic Analysis-Based Detection Framework for Android Malware Using Machine Learning Techniques",IEEE International Conference on Knowledge Engineering and Communication Systems (ICKES),1-6

  20. Manohar Naik S, Ashfaq Ahmad Najar,(2022)."Applying Supervised Machine Learning Techniques to Detect DDoS Attacks",IEEE Asian Conference on Innovation in Technology (ASIANCON),pp 1-5

  21. Manohar Naik S, Ashfaq Ahmad Najar,(2022)."Covid-19 Impact on Cyber Crimes in India: A Systematic Study",IEEE India Council International Subsections Conference (INDISCON),pp 1-10

  22. Manohar Naik S, Ashfaq Ahmad Najar,(2022)."DDoS attack detection using MLP and Random Forest Algorithms",International Journal of Information Technology,Volume 14, issue 4

  23. Bhaskar, Shabina, and Thasleema Thazhath Madathil.,(2022)."Multimodal Based Audio-Visual Speech Recognition for Hearing-Impaired: State of the Art Techniques and Challenges",Indonesian Journal of Electrical Engineering and Informatics (IJEEI),10,2 & 385 - 397

  24. Bhaskar, Shabina, and Thasleema T M,(2022)."LSTM model for visual speech recognition through facial expressions.",Multimedia Tools and Applications,81, 10 & 1-18

  25. Adithya V. and Rajesh R.,(2022)."Applying Hybrid Neural Network for the Recognition of Sign Language Words used by the Deaf COVID-19 Patients",Arabian Journal for Science and Engineering, Springer,1-14

  26. Dr. Manohar Naik S, Hashida Haidros Rahima Manzil,(2022)."COVID-Themed Android Malware Analysis and Detection Framework Based on Permissions",IEEE International Conference for Advancement in Technology (ICONAT) Goa, India.,pp. 1-5

  27. Fasil O.K., Rajesh R., Rajith K.Ravindren,(2021)."Scalp EEG recordings of pediatric epilepsy patients: A dataset for automatic detection of interictal epileptiform discharges from routine EEG",Data in Brief,Volume 39, December 2021, 107680

  28. Venugopalan, A., Reghunadhan, R.,(2021)."Applying deep neural networks for the automatic recognition of sign language words: A communication aid to deaf agriculturists",Expert Systems with Applications,Volume 185, 15 December 2021, 115601

  29. Adithya V. and Rajesh R.,(2021)."Convolutional Neural Network based Sign Language Recognition to Assist Online Assessment",IEEE Xplore,156-160

  30. Deepthi K , Jereesh A s & Yuansheng Liu,(2021)."A deep learning ensemble approach to prioritize candidate drugs against novel coronavirus 2019- nCoV/SARS-CoV-2.",Applied Soft Computing, Elsevier (SCI),113, 107945

  31. Adithya V. and Rajesh R.,(2021)."Applying Deep Neural Networks for the Automatic Recognition of Sign Language Words: A Communication aid to Deaf Agriculturists",Expert Systems with Applications, Elsevier,185, 115601 (1-9)

  32. Deepthi K & Jereesh A s,(2021)."An Ensemble Approach Based on Multi-Source Information to Predict Drug- MiRNA Associations via Convolutional Neural Networks",IEEE Access, IEEE (SCI),9

  33. Manas Rahman, V Kumar,(2020)."Machine Learning Based Customer Churn Prediction In Banking",2020 4th International Conference on Electronics, Communication and Aerospace Technology (ICECA),1196-1201

  34. Deepthi K & Jereesh A s,(2020)."Inferring Potential CircRNA–Disease Associations via Deep Autoencoder-Based Classification",Molecular Diagnosis and Therapy, Springer (SCI),25(1)

  35. Deepthi K & Jereesh A s,(2020)."An Ensemble Approach for CircRNA-Disease association prediction based on Autoencoder and Deep Neural Network",Gene, Elsevier (SCI),762

  36. Adithya, V., Rajesh, R.,(2020)."Hand gestures for emergency situations: A video dataset based on words from Indian sign language",Data in Brief,Volume 31, August 2020, 106016

  37. Adithya V. and Rajesh R.,(2020)."Hand gestures for emergency situations: A video dataset based on words from Indian sign language",Data in Brief,31, 106016 (1-7)

  38. Adithya V. and Rajesh R.,(2020)."A Deep Convolutional Neural Network Approach for Static Hand Gesture Recognition",Procedia Computer Science,171, 2353-2361

  39. Deepthi K & Jereesh A s,(2020)."Drug repositioning based on the target microRNAs using bilateralinductive matrix completion",Molecular Genetics and Genomics, Springer (SCI),295(5)

  40. A. Thamizharasi, Jayasudha J.S.,(2020)."An Illumination pre-processing method using the enhanced energy of Discrete Wavelet Transform for face recognition",IETE Journal of Research,Vol.26, No.2, 160-171

  41. Adithya V. and Rajesh R.,(2019)."Effectual Hand Posture Recognition using Block Level DCT-Diagonal-HOG Features",IEEE Xplore,1-5

  42. Kumar vasimalla, Narasimham Challa, Deekshitha,,(2019)."Forecasting Stock Index Data Using Hybrid Models",Journal of Engineering and Applied Sciences,14, 2752-2763

  43. V Kumar, Narasimham Challa,(2019)."Forecasting Labelled and Unlabeled Time Series Data with Frequency Based KNN Prediction",Journal of Computational Information Systems,15, 8-16

  44. Amudha Bhomini P, Jayasudha J S,(2019)."Enhanced Methods of Mobile Cache Sharing and Pre-fetching for Required Web Contents",International Journal of Recent Technology and Engineering,Vol. 8, no. 3, pp. 7432 - 7439

  45. N. K. Ragesh and R. Rajesh,(2019)."Pedestrian Detection in Automotive Safety: Understanding State-of-the-Art",IEEE Access,Volume: 7, 47864 - 47890

  46. Fasil, O.K., Rajesh, R.,(2019)."Time-domain exponential energy for epileptic EEG signal classification",Neuroscience Letters,Volume 694, 16 February 2019, Pages 1-8

  47. Adithya V. and Rajesh R.,(2019)."An Efficient Method for Hand Posture Recognition Using Spatial Histogram Coding of NCT Coefficients",IEEE Xplore,1-5

  48. Amudha Bhomini P., Jayasudha J. S,(2018)."Enhanced Bloom Filter Technique for Latency Reduction in Mobile Environment",International Journal of Applied Engineering Research,vol. 13, no. 17, pp. 13386–13391

  49. Thamizharasi Ayyavoo and Jayasudha John Suseela,(2018)."An Illumination pre-processing method for face recognition using 2D DWT and CLAHE",IET Biometrics,Vol. 7 Iss. 4, pp. 380-390

  50. Deepthi K, Aruna A S & Jishnu R Raj,(2018)."Compact Network-Attached Storage with Cloud",International Journal of Research and Analytical Reviews,4 (3)

  51. Jishnu R Raj, Deepthi K &..,(2018)."Drug – Disease Association for Drug Repositioning Using Machine Learning",International Journal of Innovative Science and Research Technology,5 (4)

  52. Maya John, Jayasudha J.S.,(2017)."Enhancing Performance of Deep Learning Based Text Summarizer",International Journal of Applied Engineering Research,Volume 12, Number 24 (2017) pp. 15986-15993

  53. Maya John and Jayasudha J.S,(2017)."Tag based noise removal from web pages",Journal of Theoretical and Applied Information Technology,Vol.95. No 22, pp. 6336-6341

  54. Maya John, Jayasudha J.S.,(2017)."Preprocessing and Feature Extraction for Text Summarization",FRONTEIRAS Journal,Vol.6, No..2, pp. 508-515

  55. Deepthi K & Aruna A S,(2017)."Datamining in Cyber Crime Analysis and Prediction",International Journal of Science and Research (IJSR),6

  56. Aruna A S & Deepthi K,(2017)."Cloud Storage Data Deduplication with Encryption",International Journal of Advanced Research in Computer Science,8 (1)

  57. Shikha Agarwal, R. Rajesh, Prabhat Ranjan,(2017)."FRBPSO: A Fuzzy Rule Based Binary PSO for Feature Selection",Proceedings of the National Academy of Sciences, India Section A: Physical Sciences,vol.87(2), pp. 221-233, 2017

  58. Deepthi K,(2017)."Search Engine Optimization",IJRET: International Journal of Research in Engineering and Technology,6(1)

  59. Aruna A S & Deepthi K,(2016)."Object Detection Using Background Subtraction Tolerating Sudden Background Variations",International Journal of Computer Science and Information Technologies (IJCSIT),8 (2)

  60. V Kumar, Narasimham Challa, Manohar Naik S,(2016)."Efficient dynamic time warping for time series classification",Indian Journal of Science and Technology,9,1-7

  61. Dr. Manohar Naik S, Prof.N.Geethanjali,(2016)."“A Multi-Fusion Pattern Matching Algorithm for Signature-based Network Intrusion Detection”",International Journal of Research in Engineering, IT and Social Sciences,Vol. 06, Issue 08, Pages (36-41)

  62. Dr. Kumar V, Prof. Narasimham Challa, Dr. Manohar Naik S,(2016)."“Efficient Dynamic Time Warping for Time Series Classification”",Indian Journal of Science and Technology,Vol.9, Issue.21, Pages (1-7)

  63. K. K. Thanammal, Jayasudha J. S.,(2016)."Enhancement of fissure using back propagation neural network and segmentation of lobes in CT scan image",International Journal of Biomedical Engineering and Technology,Vol. 20, No.1, pp. 1-11

  64. V Kumar, Narasimham Challa,(2015)."Multivariate Time Series Forecasting",International Journal of Applied Engineering Research,10, 412-418

  65. Dr. Manohar Naik S, Dr. N. Geethanjali,(2015)."“Performance Study of the running times of well known Pattern Matching algorithms for Signature-based Intrusion Detection Systems”",International Journal on Recent and Innovation Trends in Computing and Communication,Vol.3, Issue.6, Pages (4177-4180)

  66. V Kumar, Narasimham Challa,(2015)."Analysis and Forecasting of Stock Price Values",International Journal of Applied Engineering Research,10, 1-7

  67. Zakir Ali, Arbab Waseem Abbas, T. M. Thasleema,(2015)."Database Development and Automatic Speech Recognition of Isolated Pashto Spoken Digits Using MFCC and K-NN",International Journal of Speech Technology,18,2 & 271-275

  68. K.K. Thanammal, Jayasudha J.S.,(2015)."Automatic Lung Lobe Segmentation and Fissure Extraction using Itempls Method on Computer Tomography Images",International Journal of Bio-Science and Bio-Technology,Vol.7, No.1, pp.161-168

  69. K.K. Thanammal. Jayasudha J.S.,(2014)."Comparative Study of Edge Detection Algorithms On Lung CT Scan Images",BioSciences Biotechnology Research Asia Journal,Vol. 11(3), pp.1684-1688

  70. Divya Ann Luke, Jayasudha. J .S,(2014)."True Vessel Identification from Segmented Retinal Images",International Journal of Applied Engineering Research,Vol.9, No. 20, pp. 7053-7063

  71. Punya Peethambaran, Jayasudha J. S.,(2014)."Attribute Based Security and Fine Grained Access Control of Documents in Public Clouds",International Journal of applied engineering research,Volume 9, Number 22 (2014) pp. 12209-12224

  72. Kumar Vasimalla,(2014)."A survey on time series data mining",Intern. J. of Innovative Research in Computer and Communication Engineering,2, 170-179

  73. Sumalakshmi C.H. and Adithya V.,(2014)."Automatic Facial Feature Recognition and Facial Expression Analysis in Images",International Journal of Science, Engineering and Technology Research,3, 717-722

  74. K. K. Thanammal, Jayasudha J.S.,(2014)."EMD Based Curve Evolution On Lung CT Scan Images",International Journal of Bio-Science and Bio-Technology,Vol:6, No: 5, pp.193-202

  75. Jayasudha J.S. , Greeshma G. Vijayan,(2013)."Web Pre-fetching and caching in mobile environment using Hidden Markov Model",International Journal of Applied Engineering Research,Volume 8, Number 3 (2013) pp. 239-247

  76. Kala Karun. A, Jayasudha. J. S,(2013)."A Review on Recent Replica Placement Algorithms in Distributed Environment",International Journal of Applied Engineering Research,Volume 8, Number 3 2013, pp. 295-314

  77. Adithya V., Vinod P. R. and Usha Gopalakrishnan,(2013)."Artificial neural network based method for Indian sign language recognition",IEEE Xplore,1080-1085

  78. Adithya V., Vinod P. R. and Usha Gopalakrishnan,(2013)."Contour Potential Energy Based Method for Indian Sign Language Recognition",International Journal of Scientific and Engineering Research,4, 2030 (1-7)

  79. A. Muthamizh Selvan, R. Rajesh,(2012)."Spectral histogram of oriented gradients (SHOGs) for Tamil language male/female speaker classification",International Journal of Speech Technology,Vol. 15, Issue 2, pp. 259-264, June 2012

  80. Kumar Vasimalla,(2012)."Improved Personalized Recommender System Based on Collaborative Filtering",Proceedings of National Conference of Data Mining,1 & 118-123

  81. Manohar Naik S, Geethanjali N,(2011)."Design of Efficient Pattern Matching Algorithm for Network Intrusion Detection System",ICMLC-2011 Published by IEEE.,Vol.5, Pages (462-465)

  82. Manohar Naik S, Geethanjali N,(2010)."Intrusion Detection Systems for High-speed Networks",Computing & Communication Technologies,Pages (72-76)

  83. Manohar Naik S, Geethanjali N,(2010)."Detecting Attacks using Network Intrusion Detection Systems",Journal of Computer and Mathematical Sciences,Vol. 1, Issue 6, Pages (636-768)

  84. J.. Satheeshkumar, R. Rajesh, S. Arumugaperumal, C. Kesavdas,(2008)."On Experimenting with Functional Magnetic Resonance Imaging of Lip Movement",The Neuroradiology Journal,vol. 21(1), pp. 23-30, Feb. 2008

  85. R. Rajesh, J. Satheeshkumar, S. Arumugaperumal, C. Kesavdas,(2007)."On Identifying Micro Level Error in Realignment Phase of Statistical Parametric Mapping",The Neuroradiology Journal,vol. 20(5), pp. 491-493, Oct. 2007

  86. R. Rajesh, M.R. Kaimal,(2007)."T-S Fuzzy Model with Nonlinear Consequence and PDC Controller for a Class of Nonlinear Control Systems",Applied Soft Computing Journal,vol. 7(3), pp. 772-782, June 2007

  87. R. Rajesh, M.R. Kaimal,(2006)."Variable gain Takagi-Sugeno fuzzy logic controllers",Informatica, International Journal of Lithuanian Academy of Sciences, Lithuania, IOS Press,vol. 17(3), pp. 427-444, 2006

Department Of Computer Science

The Department offers MSc Computer Science with specialization in Intelligent Systems.

E-Learning
Contact
Department Of Computer Science
School Of Physical Science
Tel Ph:0467-2309408 ,
Email: hod[dot]cs[at]cukerala[dot]ac[dot]in