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Publications


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  1.  Anju R C, Sree Harsha Ramesh and Rafeeque P C "Keyphrases and Relation Extraction from Scientific Publications" published in First International Conference on Latest Advances in Machine learning and DAta Science (LAMDA - 2017),  Read         
  2.  Ramya Raj K P  "Malayalam News Classification Based On Topic Modeling"  published in Fourth International Conference on Advancements in Engineering, applied science and management (ICAEASM - 2017), Read         
  3.  Anjana T G  "Summarizing Malayalam News Articles Using Topic Modeling"  published in Fourth International Conference on Advancements in Engineering, applied science and management (ICAEASM - 2017), Read         
  4. Archana S M, Kavitha Raju and Binu R  "Speaker Diarization using Deep learning and HMM models " published in International Academic Conference on Engineering and Technology(IACET-2016) ,    Read                                                                
  5.  Sini G M, Kavitha Raju and Binu R   "Domain Specific Ontology Based Question Answering System " published in International Journal Of Innovative Research In Management, Engineering And Technology (IJIRMET), Vol.1, Issue 5, June 2016 ,    Read                                                                
  6.  Sreetha S, Kavitha Raju and Raseek C    "Domain Specific Automatic Ontology Population From Unstructured Documents " International Journal Of Innovative Research In Management, Engineering And Technology (IJIRMET), Vol. 1, Issue 5, June 2016 ,    Read                                                                
  7.  Rekha Thankappan , Kala M T and Dibin Joseph    "Word Sense Disambiguation Using Decision Tree Method " in International Journal Of Innovative Research In Management, Engineering And Technology (IJIRMET) Vol. 1, Issue 5, June 2016. ,   Read                                                                
  8.  Dhanaraj V, Reshma R, Sreetha S  and Binu R    "Sentiment Analysis for Malayalam movies reviews using YamCha and Fuzzy Logic " in NCILC 2016 conference held at CUSAT ,  pp. 1-4.  Read                                                                
  9.  Suneera C M  and Kala M T    "A Rule Based Approach For Malayalam-English Translation " in International conference on Technical Challenges in Instrumentation, Computer Science, Civil, Mechanical, Electronics and Electrical Engineering, Vol 5, Issue-3, March-2016 ,  pp. 1-4.  Read                                                                
  10.  Krishnaprasad P  and Ajeesh Ramanujan    "Ramanujan Sum based Image kernels for computer vision " in International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT) - 2016 ,  pp. 1-5.  Read                                                                
  11.  Rekha Raj C. T  and Reghu Raj P. C    "Text Chunker for Malayalam using Memory-Based Learning " in IEEE International conference on Control, Communication and Computing India 2015 (IEEE ICCC India 2015),  December 11 - 2015, pp. 1-8.  Read                                                                
  12.  Archana S M, Naima Vahab, Raseek C and Rekha Thanakappan    "A Rule Based Question Answering System in Malayalam corpus using Vibakthi and POS Tag Analysis" in Proceedings of International Conference on Emerging Trends in Engineering, Science and Technology (ICETEST - 2015),  December 11 - 2015, pp. 1-8.  Read                                                                  
  13. Seena I T, Sini G M, and Binu R    "Malayalam question answering system" in Proceedings of International Conference on Emerging Trends in Engineering, Science and Technology (ICETEST - 2015),  December 10 - 2015, pp. 1-4 (accepted for poster presentation). Read.                                                                                                                             
  14. Pelja Paul.N , Revathy P, Sini G M,  and Binu R    "Automatic AMR Generation for Simple Sentences Using Dependency Parser" in Proceedings of International Conference on Emerging Trends in Engineering, Science and Technology (ICETEST - 2015) ,  December 11 - 2015, pp. 1-5. Read                                                                                                                                                                                                                                                                        
  15.  Vidya P V , Reghu Raj P C,  and Jayan V   "Web Page Ranking Using Multilingual Information Search Algorithm - A Novel Approach " in Proceedings of International Conference on Emerging Trends in Engineering, Science and Technology (ICETEST - 2015) ,  December 9 - 2015, pp. 1-8. Read                                                                                                                                                                                                      
  16.  Nisha M, Reji Rahmath K, Rekha Raj C. T.,  and P. C. Reghu Raj   "Malayalam Morphological Analysis Using MBLP Approach" published in IEEE International Conference on Soft-computing and Network Security(ICSNS 2015) ,  February - 2015, pp. 1-5. Read.                                                                  
  17. Kavitha Raju, Robert Jesuraj K, Samaj Babu George, and P. C. Reghu Raj     "Information Extraction from Text through Sequence Labelling", published in International Journal of Advanced Research in Computer Science and Software Engineering(IJARCSSE 2013) , 3(4), October - 2015, pp. 1-4.Read                                                                                                                                                
  18. Reshma O.K., P.C.Reghu Raj "Paragraph Ranking Based On Eigen Analysis", published in Elsevier, Procedia Computer Science 46 (2015) 532 – 539, International Conference on Information and Communication Technologies (ICICT 2014) Read                                                                                                                                                
  19. Indhuja K, P C Reghu Raj "Fuzzy Logic Based Sentiment Analysis of Product Review Documents", published in ICCSC at LBS Technologies, December 2014 Read                                                                                                                                                                     
  20. Alen Jacob, Amal Babu and Naseer C, "CRF based Unknown Word Tag Prediction for Malayalam", in proceedings of NC CLAIR-2014. pp. 37-41 Read                                                                                                                                                          
  21. Indhuja K, Reshma R, "Sentiment Analysis Tools and Techniques",   in proceedings of NC CLAIR-2014. pp. 24-31    Read                                                                                                                                                                                                                                              
  22. Anagha M, Raveena R Kumar, Sreetha K and Naseer C, "Malayalam SentiWordnet: A Lexical Resource for Cross Domain Sentiment Analysis and Opinion Mining", in proceedings of NC CLAIR-2014. pp. 21-23 Read
     
  23. Devisree V, Anjaly V, "Character relationship extraction in Malayalam", in proceedings of NC CLAIR-2014. pp. 19-20 Read.                                                                     
  24. Sreerekha T V, Vidya P V, "Semantic Role Labeling", in proceedings of NC CLAIR-2014. pp. 16-18 Read
     
  25. Sarath K S, Manu.V.Nair and P. C Reghu Raj, "Malayalam Dialect Resolution using CRFs", in proceedings of NC CLAIR-2014. pp. 11-15 Read.                                                                    
  26. Rekha Raj C T, Sruthi Sankar K P and Raseek C, "A Simple Approach for Monolingual Event Tracking System in Malayalam",  in proceedings of NC CLAIR-2014. pp. 8-10    Read                                                                                                                                                                                                                                                        
  27. Nisha M, Reji Rahmath K, P. C. Reghu Raj, "A Machine Learning Approach for Malayalam Root Word Identification",  in proceedings of NC CLAIR-2014. pp. 1-4    Read                                                                                                                                                                             
  28. Indhuja k, Indu M, Sreejith C, Reghu Raj P C, Text Based Language Identification System for Indian Languages Following Devanagiri Script, International Journal of Engineering Research & Technology (IJERT), Volume. 3 , Issue. 04 , April - 2014,  ISSN: 2278-0181   Read                                                                                                                               
  29. Sreejith C, Sruthimol M P, P C Reghuraj, Box Item Generation from News Articles Based Paragraph Ranking using Vector Space Model, International Journal of Scientific Research in Computer Science Applications and Management Studies ( IJSRCSAMS), Volume 3, Issue 2, March 2014, ISSN 2319 – 1953  Read                                                                                                                                                                                 
  30. Divya S, Reghuraj P C, "Eigenvector Based Approach for Sentence Ranking in News Summarization", IJCLNLP, April-2014. Read                                                                                                                                                                                                                      
  31. Pragisha K and  P C Reghu Raj, "A Natural Language Question Answering System in Malayalam Using Domain Dependent Document Collection as Repository", IJCLNLP, April-2014. Read                                                                                                                            
  32. Sreejith C, Nibeesh K,  and P. C. Reghu Raj, " CHODYOTHARI : Question Answering System for Malayalam ",  in proceedings of 4th NATCON, Kerala, 2014. ( accepted for poster presentation)    Read                                                                                                                                                                                                       
  33. Nibeesh K, Sreejith C, P. C Reghuraj, " Text Classification for Effective News Filtering Using Support Vector Machine", in proceedings of 4th NATCON, Kerala, 2014.     Read                                                                                                                                                                                                 
  34. Christopher Augustine, P. C. Reghu Raj, " Agglomerative Sentence Clustering Approach for Discourse Segmentation", International Journal of Engineering Research & Technology (IJERT), Vol. 2 Issue 12, December - 2013. Read                                                                                                                                                                                                                                               
  35. Manu Madhavan, Robert Jesuraj, Reghu Raj P C., Design of a Scalable Natural Language Report Management System,  accepted for poster presentation in the International Conference on Natural Language Processing, 18-20 December, 2013   Read                                                                                                                                                         
  36. Radhika K. T,  Reghu Raj P C, " Semantic Role Extraction and General Concept Understanding in Malayalam using Paninian Grammar",  International Journal of Engineering Research and Development, Volume 9, Issue 3 (December 2013), PP. 28-33.Read                                                                                                                                                                                                             
  37. Reshma O.K., Sreejith C, P.C. Reghu Raj , " An Effective Malayalam Information Retrieval System Using Query Expansion ",  IEEE International Conference on Control Communication and Computing (ICCC)  13-15 December 2013  Trivandrum. Read   IEEE Explore                                                                                                                                                                                       
  38. Prajitha U, Sreejith C, P.C. Reghu Raj ," LALITHA: A Light Weight Malayalam Stemmer Using Suffix Stripping Method ", IEEE International Conference on Control Communication and Computing (ICCC)  13-15 December 2013  Trivandrum,  Read        IEEE Explore                                                                                                                                                                                                                                             
  39. Pragisha, P.C. Reghu Raj,  "STHREE: Stemmer for Malayalam Using Three Pass Algorithm", IEEE International Conference on Control Communication and Computing (ICCC)  13-15 December 2013 Trivandrum,  Read

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  40. Mujeeb Rehman O, P. C. Reghu Raj, "Malayalam Wordnet: A Relational Database Approach ",  International Journal of Latest Trends in Engineering and Technology (IJLTET), Vol. 3 Issue2 November 2013.Read                                                                                                                                                                                                        
  41. Ayisha Noori V. K, P. C. Reghu Raj, "Extraction of Disease Relationship from Medical Records: Vector Based Approach",  International Journal of Latest Trends in Engineering and Technology (IJLTET), Vol. 3 Issue2 November 2013.Read                                                                                                                                                                     
  42. Rinju O.R., Rajeev R. R.*, Reghu Raj P.C., Elizabeth Sherly* "  Morphological Analyzer for Malayalam: Probabilistic Method Vs Rule Based Method" , IJCLNLP  volume 2 issue 10 October 2013 (* VRCLC, IIITM-K).  Read                                                                                           
  43. Athira P. M., Sreeja M. and P. C. Reghuraj,  "Architecture of an Ontology-Based Domain-Specific Natural Language Question Answering System", International Journal of Web & Semantic Technology (IJWesT) Vol.4, No.4, October 2013.  Read                                                                                                                                                                      
  44. Saani H, Reghu Raj P C, " Structured Information Extraction from On-line Advertisements-A Bayesian Approach ", International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE), Volume 3,Issue 9, September-2013. Read                                                                                                       
  45. Divya Das, C. Santhosh Kumar*, P. C. Reghu Raj, " Dysarthric Speech Enhancement using Formant Trajectory Refinement" , IJLTET, Volume 2 Issue 4 – July 2013. (*Machine Intelligence Research Laboratory, Department of ECE, Amrita Vishwa Vidyapeetham, Coimbatore) Read                                                                                                                              
  46. Sumi S Nair, Rechitha C R, C Santhosh Kumar*, “Rule-Based Grapheme  to  Phoneme  Converter  for  Malayalam“, International Journal of Computational Linguistics and Natural Language Processing, Vol 2 Issue 7 July 2013, ISSN 2279-0756. (* Machine Intelligence Research Laboratory, Department of ECE, Amrita Vishwa Vidyapeetham, Coimbatore). Read                                                                                                                                                                                                                 
  47. Sreejith C, Indu M, P. C. Reghu Raj, "N-gram based Algorithm for distinguishing between Hindi and Sanskrit texts" , in the IEEE Fourth International Conference on Computing, Communications and Networking Technologies  (ICCCNT), Tamilnadu, 2013. Read                                                                                                                                                                                                                        
  48. Divya S, P. C. Reghu Raj, "News Summarization based on Sentence Clustering and Sentence Ranking", in Proc. of International Conference of Mathematical Modelling in Computer Management and Medical Sciences 2013. Read                                                                                                                                                                                                                      
  49. Robert Jesuraj, P. C. Reghu Raj, "MBLP approach applied to POS tagging in Malayalam Language", in Proc. of NCILC, pp. 5-8, CUSAT, Cochin, 2013. Read                                                                                                                                                                        
  50. Manu Madhavan, Mujeeb Rehman O,  P. C. Reghu Raj,    " Computing Prosodic Pattern for Malayalam", in Proc. of NCILC, pp 1-4, CUSAT, Cochin, 2013. Read                                                                                                                                                                            
  51. Sreejith C,  Reghu Raj P C, "Isolated Spoken Word Identification in Malayalam using Mel-frequency Cepstral Coefficients and K-means clustering", International Journal of Science and Research (IJSR), India Online ISSN: 2319-7064, Volume 1 Issue 3, 2012. Read                                                                                                                                                                                                                                                                                                  
  52. Christopher Augustine, Sibi S, Rajeev R R*, Suleena K**, ”Feature Extraction in Malayalam Language ", National Seminar on Relevance of Malayalam in Field of IT, Kerala University, 2012. (* VRCLC, IIITM-K , **SAS SNDP Yogam College, Pathanamthitta). Read                                                                                                                                                                                                        
  53. Divya S, Rinju O R, Sumi S Nair, *Rajeev R R, **Raja Varma Pamba, " Malayalam Morphological Analyser", National Seminar on Relevance of Malayalam in Field of IT, Kerala University, 2012. (* VRCLC, IIITM-K , **MG University). Read                                                                                                                                                                                                       
  54. Divya Das, Radhika K, Rajeev R R*, Reghu Raj P C, "Hybrid Sandhi Splitter for Malayalam using Unicode",  National Seminar on Relevance of Malayalam in Field of IT, Kerala University, 2012. (* VRCLC, IIITM-K). Read                                                                                                   
  55. Ayisha Noori V K, Renuka Babu T, Saani H, Rajeev R R*, “On-line POS Tagger for Malayalam”,National Seminar on Relevance of Malayalam in Field of IT, Kerala University, 2012. (* VRCLC, IIITM-K)                                                                                                                       
  56. Athira P M, Ancy K Sunny, Pragisha K , Jithesh V.S*., Rajeev R R*, " Trilingual Dictionaries- A Generative Approach ", National Seminar on Relevance of Malayalam in Field of IT, Kerala University, 2012. (* VRCLC, IIITM-K). Abstract                                                                              
  57. Sreejith C, Sreeshma K*, “Design and Experimental Implementation of Bipedal Robot ", International Journal of Advanced Computer Research Volume-2 Number-3 Issue-5 September-2012. (*SIMAT, Vavannur). Read                                                                                                       
  58. Christopher Augustine, P. C. Reghu Raj, “HMM Based Collocation Generation ", Proc. of NCILC, pp.12-16, CUSAT, Cochin, 2012. Read                                                                              
  59. Manu Madhavan, P. C Reghu Raj, “Applications of Karaka Relations in Natural Language Generations ", Proc. of NCILC, pp.1-3, CUSAT, Cochin, 2012.Read                                             


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