Research Publications (Selected)

 

(JOURNALS)

  • S. Sagnika, B. S. P. Mishra and Saroj K. Meher , “An Attention-based CNN-LSTM model for Subjectivity Detection in Opinion-Mining:, Neural Computing and Applications, DOI: https://doi.org/10.1007/s00521-021-06328-5, July 2021
  • Saroj K. Meher and G. Panda, “Deep learning in astronomy: a tutorial perspective”, The European Physical Journal Special Topics, Springer Nature, DOI: 10.1140/epjs/s11734-021-00207-9, July 2021.
  • Saroj K. Meher and Neeta S. Kothari, “Interpretable Rule-Based Fuzzy ELM and Domain Adaptation for Remote Sensing Image Classification”, IEEE Transactions on Geosciences and Remote Sensing, vol. 59, pp. 5907-5919, July 2021
  • S. Sagnika, A. Pattanaik, B. S. P. Mishra and Saroj K. Meher, “A Review on Multi-Lingual Sentiment Analysis by Machine Learning Methods”, Journal of Engineering Science and Technology Review, vol. 13, pp. 54-166, 2020.
  • S. Sagnika, B. S. P. Mishra and Saroj K. Meher, “Improved method of word embedding for efficient analysis of human sentiments”, Multimedia Tools and Applications, vol. 79, pp. 32389-32413, Aug. 2020.
  • Saroj K. Meher, “Granular space, knowledge-encoded deep learning architecture and remote sensing image classification”, Engineering Applications of Artificial Intelligence, vol. 92, pp. 103647, June 2020
  • Neeta S. Kothari and Saroj K. Meher, “Semisupervised Classification of Remote Sensing Images using Efficient Neighborhood Learning Method”, Engineering Applications of Artificial Intelligence, vol. 90, pp. 103520, April 2020
  • Neeta S. Kothari, Saroj K. Meher and Ganapati Panda, “Improved Spatial Information Based Semisupervised Classification of Remote Sensing Images”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, vol. 13, pp. 329-340, Jan. 2020
  • Saroj K. Meher, "Rough-Wavelet Feature Space, Deep Autoencoder, and Hyperspectral Image Classification", IEEE Geosciences and Remote Sensing Letters, vol. 17, pp. 489-493, March 2020
  • Saroj K. Meher, "Semisupervised Self-learning Granular Neural Networks for Remote Sensing Image Classification", Applied Soft Computing, vol. 83, pp. 105655, Oct. 2019.
  • D. Arun Kumar, Saroj K. Meher and K. Padma Kumari "Fusion of progressive granular neural networks for pattern classification" Soft Computing, Vol 23, No. 12, pp. 4051-4064, June. 2019.
  • D. Arun Kumar, Saroj K. Meher and K. Padma Kumari "Adaptive Granular Neural Networks for Remote Sensing Image Classification", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 11, pp. 1848-1857, June 2018.
  • D. Arun Kumar, Saroj K. Meher and K. Padma Kumari "Knowledge-Based Progressive Granular Neural Networks for Remote Sensing Image Classification", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 10, pp. 5201-5212, No. 12, December 2017.
  • Saroj K. Meher, “Efficient Pattern Classification Model with Neuro-Fuzzy Networks”, Soft Computing, Springer, Vol. 21, No. 12, pp. 3317–3334, June, 2017.
  • Saroj K. Meher, S. K. Behera, Eldon R. Rene and H-C. Park "Comparative analysis on the application of neuro-fuzzy models for complex engineered systems: Case study from a landfill and a boiler", Expert Systems, DOI: 10.1111/exsy.12215, April 2017.
  • D. Arun , Saroj K. Meher, D. Kanhar and K. Padma Kumari, "Unified Granular Neural Networks for Pattern Classification", Neurocomputing, vol. 216, pp. 109–125, 2016, December, 2016.
  • S. K. Pal, Saroj K. Meher and A. Skowron. "Data science, big data and granular mining", Pattern Recognition Letters, Vol.67, pp. 109-112. 2015.
  • Saroj K. Meher, S. K. Behera and H-C. Park "Multiple decision system for performance analysis of a RPF-fired boiler ", Applied Artificial Intelligence, Vol. 29, pp. 839-858, 2015.
  • Saroj K. Meher and B. Singhawat, "Adaptive, Noise-exclusive and Assessment-Based Fuzzy Switching Median Filter For High Intensity Impulse Noise ", International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. Vol. 23, pp. 949-963, 2015.
  • Saroj K. Meher, “Knowledge Encoded Granular Neural Networks for Hyperspectral Remote Sensing Image Classification”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 8, pp. 2439-2446, 2015
  • Saroj K. Meher and D. Arun, "Ensemble of Adaptive Rule-based Granular Neural Network Classifiers for Multispectral Remote Sensing Images", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. Vol. 8, pp. 2222-2231, 2015.
  • Saroj K. Meher and B. Singhawat, “An Improved Recursive and Adaptive Median Filter for High Density Impulse Noise”, AEU-International Journal of Electronics and Communications, Elsevier Science, vol. 68, pp. 1173-1179, 2014.
  • S. K. Behera, Saroj K. Meher and H-C. Park " Artificial Neural Network Model for Predicting Methane Percentage in Biogas Recovered from a Landfill upon Injection of Liquid Organic Waste", Clean Technologies and Environmental Policy, Springer, pp. 1-11, 2014
  • Saroj K. Meher, " Recursive and Noise-Exclusive Fuzzy Switching Median Filter for Impulse Noise Reduction", Engineering Applications of Artificial Intelligence, vol. 30, pp. 145-154, 2014
  • Saroj K. Meher, “Explicit Rough-Fuzzy Pattern Classification Model”, Pattern Recognition Letters, vol. 36, pp. 54-61, 2014.
  • S. K. Pal and Saroj K. Meher, "Natural Computing: A Problem Solving Paradigm with Granular Information Processing", Applied Soft Computing, vol. 13, pp. 3944–3955, 2013.
  • Saroj K. Meher and M. N. Murty, “Efficient Method of Moving Shadow Detection and Vehicle Classification”, AEU-International Journal of Electronics and Communications, Elsevier Science, vol. 67, pp. 665-670, 2013.
  • S. K. Pal, Saroj K. Meher and S. Dutta, “Class-Dependent Rough-Fuzzy Granular Space, Dispersion Index and Classification”, Pattern Recognition, vol. 45, pp. 2690-2707, 2012.
  • Saroj K. Meher and S. K. Pal, “Rough-Wavelet Granular Space and Classification of Multispectral Remote Sensing Image”, Applied Soft Computing, vol. 11, no. 8, pp. 5662-5673, 2011
  • B. Uma Shankar, Saroj K. Meher and Ashish Ghosh, “Wavelet-Fuzzy-Hybridization: Feature-extraction and Land-cover Classification of Remote Sensing Images”, Applied Soft Computing, vol. 11, no. 3, pp. 2999-3011, 2011.
  • A. Ghosh, B. Uma Shankar, Lorenzo Bruzzone, Saroj K. Meher, “Neuro-Fuzzy-Combiner: An Effective Multiple Classifier System”, International Journal of Knowledge Engineering and Soft Data Paradigms  (IJKESDP), vol. 2, no. 2, pp. 107-129, 2010.
  • Saroj K. Meher and A. K. Pradhan, “Fuzzy Classifiers for Power Quality Events Analysis” Electric Power Systems Research, vol. 80, pp. 71-76. 2010.
  • A. Ghosh, B. Uma Shankar and Saroj K. Meher, “A Novel Approach to Neuro-Fuzzy Classification”, Neural Networks, vol. 22, pp. 100-109, 2009.
  • Rupesh K. Gopal and Saroj K. Meher, “A Rule-based Approach for Anomaly Detection in Subscriber Usage Pattern”, International Journal of Mathematical, Physical and Engineering Sciences, vol. 1, pp. 171-174, 2008.
  • A. Ghosh, Saroj K. Meher and B. Uma Shankar, “A Novel Fuzzy Classifier Based On Product Aggregation Operator”, Pattern Recognition,  vol. 41, pp. 961-971, 2008.
  • Saroj K. Meher, A. Ghosh and B. Uma Shankar, “Wavelet-Fuzzy Classifier for Multispectral Remote Sensing Images”, IEEE Transactions on Geosciences and Remote Sensing, vol. 45, pp. 1881-1886, 2007.
  • B. Uma Shankar, Saroj K. Meher and A. Ghosh,“ Neuro-Wavelet Classifier for Multispectral Remote Sensing Images”, International Journal of Wavelets, Multiresolution and Information Processing, vol. 5, pp. 589-611, 2007.
  • A. K. Pradhan, Saroj K. Meher and A. Routray, “Communication Channel Equalization using Wavelet Network”,  Digital Signal Processing, vol. 16, pp. 445–452, 2006.
  • Saroj K. Meher and G. Panda, “An Efficient Hybrid Image Compression Scheme using DWT and ANN Techniques” IETE Journal of Research (India), vol. 52, pp. 17-26, 2006.
  • Saroj K. Meher, A. K. Pradhan and G. Panda, “An Integrated Data Compression Scheme for Power Quality Events Using Spline Wavelet and Neural Network”, Electric Power Systems Research, vol. 69, pp. 213–220. 2004.
  • G. Panda, P. K. Dash, A. K. Pradhan and Saroj K. Meher, “Data Compression of Power Quality Events Using the Slantlet Transform,” IEEE Transactions on Power Delivery, vol. 17, pp. 662-667, 2002. 
  • G. Panda, B. Majhi, Saroj K. Meher and P. K. Dash, “A Novel Filtering Scheme for Impulse Noise Cancellation”, IETE Journal of Research (India), vol. 48, pp. 163-170, 2002.
  • G. Panda and Saroj K. Meher, “An Efficient Approach To Signal Compression using Slantlet Transform”, IETE Journal of Research (India), vol. 46, pp. 299-307, 2000.
  • G. Panda, Saroj K. Meher and B. Majhi, “Denoising of Corrupted Data using Discrete Wavelet Transform”, Journal of Computer Society of India, vol.30, pp. 11-18, 2000

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PATENTS

  • S. K. Pal and Saroj K. Meher "Rough Wavelet Granular Space and Classification of Multispectral Remote Sensing Image", Indian Application # 1324/KOL/2010,

 

  • S. Sagnika, B. S. P. Mishra and Saroj K. Meher, “Sentiment Analysis of Human being with Effective Word Embedding Methodologies”
      • Australian Patent number: 2021102725, Issued patent on 2nd March 2022

     

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    BOOK CHAPTERS

    • Saroj K. Meher, A. Ghosh and B. Uma Shankar, “Multispectral Remote Sensing Image Classification using Wavelet Based Features”, Chapter for the Book “Soft Computing in Image Processing”, Editors: Mike Nachtegael, Dietrich Van der Weken, Etienne E. Kerre, W. Philips, Springer Verlag, pp. 3-30,  2006
    • M. Zafar, R. L. Narayan, Saroj K. Meher and S. K. Behera, “Machine Learning: A Powerful Tool for Biologist”, Chapter-1 for the Book “Machine Learning and IoT: A Biological Perspective”, Editors:S. Sen, L. Dutta and S. Mitra, CRC Press, Boca Raton, Taylor & Francis Group. 2018.

     

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    Guest Edited Special Issue:

    • Sankar K. Pal and Saroj K. Meher, “Granular Soft Comuting for Pattaren Recognition and Mining”, Applied Soft Computing", Vol. 13, Issue 9, September 2013.

    • Sankar K. Pal, Saroj K. Meher and A. Skowron, “Granular Mining and Knowledge Discovery”, Pattern Recognition Letters”,Vol. 67, Part-2, pp. 109-162, Dec. 2015.

     

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    CONFERENCE PROCEEDINGS

    • D. Arun, K Padma Kumari and Saroj K. Meher, “'dynamic Granular Neural Networks For Remote Sensing Image Classification' IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2017), July 23-28, Fort Worth, Texas, USA, 2017.
    • D. Arun, K Padma Kumari and Saroj K. Meher, “Progressive granular neural networks with Class-based granulation”, IEEE International Conference (INDICON-2017), Dec. 16-18,  Bangalore, India, pp. 1-6, 2017.
    • D. Arun and Saroj K. Meher, “Granular neural networks models with class-belonging granulation”, IEEE International Conference on Contemporary Computing and Informatics (IC3I), Nov. 27-29,  Mysore, India, pp. 1198-1202, 2014.
    • Saroj K. Meher, S. K. Pal and S. Dutta, “Granular Computing Models in the Classification of Web Content Data”, 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 4-7 December 2012, Macau, pp. 175-179, 2012.
    • Saroj K. Meher and M. N. Murty, “Efficient Detection and Counting of Moving Vehicles with Region-Level Analysis of Video Frames” Proceedings of the International Conference on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011, Advances in Intelligent and Soft Computing, 2012, Volume 131/2012, 29-40, DOI: 10.1007/978-81-322-0491-6_3.
    • Saroj K. Meher and P. Patel, “Fuzzy Impulse Noise Detector for Efficient Image Restoration”, IEEE Conference on Recent Advances in Intelligent Computational Systems, RAICS 2011, Trivandrum, India, Sept. 22-24, pp. 701-705, 2011.
    • S. K. Pal, Saroj K. Meher and S. Dutta, “Pattern classification using Class-Dependent Rough-Fuzzy Granular Space”, in J. Yu et al. (Eds.): Fifth Int. Conf. on Rough Sets and Knowledge Technology (RSKT 2010), Beijing , China, 2010, Springer-Verlag, Berlin Heidelberg, LNAI 6401, pp. 54-61, 2010.
    • Saroj K. Meher, “A Novel Power Quality Event Classification using Slantlet Transform and Fuzzy Logic”, IEEE Power India, New Delhi, India, IEEE Computer Society, pp. 1-4, 2008.
    • Saroj K. Meher, “Power Quality Event Analysis using Wavelet Feature based Fuzzy Classification”, IEEE PES Transmission & Distribution Conference and Exposition, Chicago, IL, USA, IEEE Computer Society, pp. 1-6, 2008.
    • Rupesh K. Gopal and Saroj K. Meher, “Customer Churn Time Prediction in Mobile Telecommunication Industry using Ordinal Regression”, PAKDD-2008, Osaka, Japan, Springer-Verlag, pp. 884–889, 2008.
    • Saroj K. Meher, “A New Fuzzy Supervised Classification Method based on Aggregation Operator”, 3rd International IEEE Conference on Signal-Image Technologies and Internet-Based System, Shanghai, China, IEEE Computer Society, pp. 876-882, 2007.
    • Rupesh K. Gopal and Saroj K. Meher, “A Rule-based Approach for Anomaly Detection in Subscriber Usage Pattern”, WASET-XXV. International Conference, Venice, Italy, Proceedings of World Academy of Science, Engineering Technology, vol. 25, pp. 396-399. 2007.
    • Saroj K. Meher, B. Uma Shankar and Ashish Ghosh, “Remote Sensing Image Classification: A Wavelet-Neuro-Fuzzy Approach”, International Conference on Advances in Pattern Recognition (ICAPR-2007), ISI, Kolkata, India, World Scientific Publishing Co. Pvt. Ltd, pp 231-236, 2007.
    • B. Uma Shankar, Saroj K. Meher and Ashish Ghosh, “Neuro-Wavelet Classifier for Remote Sensing Image Classification”, International Conference on Computing:: Theory and Applications (ICCTA-2007), ISI, Kolkata, India, IEEE Computer Society, pp. 711-715, 2007.
    • Saroj K. Meher, Ashish Ghosh, B. Uma Shankar and L. Bruzzone, “Neuro-Fuzzy Fusion: A New Approach to Multiple Classifier System”, 9th International Conference on Information Technology (ICIT-06), Bhubaneswar, India, IEEE Computer Society, pp. 209-212, 2006.
    • B. Uma Shankar, Saroj K. Meher, Ashish Ghosh and L. Bruzzone, “Remote Sensing Image Classification: A Neuro-Fuzzy MCS Approach”, Indian Conference on Computer Vision, Graphics and Image Processing, (ICVGIP-2006), Madurai, India, LNCS-4338, Springer-Verlag, pp. 128-139, 2006
    • G. Panda, D. P. Das, B. Majhi and Saroj K. Meher, “Intelligent Text Recovery using an Efficiently Trained Radial Basis Function Neural Network”, International Conference on Intelligent Signal Processing and Robotics, Indian Institute of Information Technology, Allahabad, India, pp. 54-55, 2004.
    • Saroj K. Meher, A. K. Pradhan and G. Panda, “High Speed Data Transmission Scheme using Slantlet Transform and Minimal Radial Basis Function Neural Network”, IEEE 12th International Conference on Advanced Computing & Communication, Ahmedabad, India, Allied Publisher, pp. 238-241, 2004.
    • A. K. Pradhan, Saroj K. Meher and A. Routray, “Communication Channel Equalization using Wavelet Network”, IEEE International Symposium on Intelligent Signal Processing and Communication Systems, Seoul, Korea, November 11~12, 2004.
    • G. Panda, Saroj K. Meher, B. Majhi and H. M. Padhy, “Efficient Approach of Face Recognition using the Radial Basis Function Neural Network”. Technical Annual 43rd Session, The Institute of Engg. India, pp. 35-40, 2003.
    • G. Panda and Saroj K. Meher, “A Combined Image Compression Scheme using the Spline Wavelet Transform and ANN”, IASTED International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA 2001), Greece, July. 3-6, 2001.
    • G. Panda, B. Majhi, Saroj K. Meher, P. K. Dash “A Novel Filtering Scheme for Image Corrupted by Impulse Noise” IASTED International Conference on Signal and Image Processing (SIP-2001), Honolulu, Hawaii, USA, August 13-16, 2001
    • G. Panda and Saroj K. Meher, “An Efficient Data Communication Scheme using a Spline Wavelet Based Compressor and Adaptive Equalizer”, IASTED International Conference on Computer Graphics and Imaging (CGIM 2001), Honolulu, Hawaii, USA, August 13-16, 2001.
    • G. Panda, B. Majhi, Saroj K. Meher and P. K. Dash “Image Restoration using a Neural Detector and Wavelet Based Pre-Filter” 9th International Conference On Advanced Computing And Communications, Bhubaneswar, India, pp. 136-141, 2001.
    • G. Panda and Saroj K. Meher, “Development of A Hybrid Data Compression Scheme using the Slantlet Transform and Artificial Neural Network” MMU International Symposium on Information and Communications Technologies, Multi Media University, Malaysia, Oct. 16-17, 2001.
    • G. Panda and Saroj K. Meher, “Discrete Multiwavelet Transform based Data Compression” Technical Annual 42nd Session, The Institute of Engg., India, pp. 20-28, Jan. 2001.
    • G. Panda and Saroj K. Meher, “An Efficient Data Communication Scheme using a Slantlet Transform based Compressor and Adaptive Equalizer”, IASTED International Conference on Artificial and Computational Intelligence (ACI 2002), Tokyo, Japan,  September 25-27,  2002.
    • G. Panda, Saroj K. Meher, D. P. Das, B. Majhi, “Binary Image Restoration using an Efficiently Trained Radial Basis Function Neural Network”, IASTED International Conference on Artificial and Computational Intelligence (ACI 2002), Tokyo, Japan,  September 25-27,  2002.
    • H. M. Padhy, P. K. Sahu and Saroj K. Meher, “Technology Behind WAP”, National Seminar of Wireless Application Protocol”, GIET, Gunupur, Orissa, 2001.
    • G. Panda and Saroj K. Meher, “An Efficient Approach for Data Compression Using Slantlet Transform”, IASTED International Conference on Signal and Image Processing 2000 (SIP’ 2000), USA, Nov. 19-23, 2000.
    • G. Panda and Saroj K. Meher, “A Discrete Hartley Transform based JPEG for Image Compression and Reconstruction,” IASTED International Conference on Signal and Image Processing 2000 (SIP’ 2000), USA, Nov. 19-23, 2000.  
    • G. Panda and Saroj K. Meher, “An Efficient Image Compression Technique Using Spline Wavelet,” International Conference on Information Technology, Bhubaneswar, India, Tata McGraw Hills, pp. 226-232, 2000.
    • G. Panda, J. C. Patra and Saroj K. Meher, “Efficient Technique of Image Compression and Reconstruction using Discrete Wavelet Transform”, Technical Annual 40th Session, The Institute of Engg., India, pp. 32-38, Jan. 1999.
    • G. Panda, Saroj K. Meher and D. P. Mohapatra, “A Novel Channel Equalization Technique Using Wavelet Transform”, Conference on Information Technology, Bhubaneswar, India, pp. 98-103, 1998.

     

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