Suresh Kurumalla

I am Suresh, Associate Professor having 15 Years Experience in Teaching.I have Published Various Papers in reputed International Journals.I am Ratified as Associate Professor by JNTUH, as Assistant Professor by JNTUH ,Andhra University.

EDUCATION

B.Tech,M.Tech,Ph.D (JNTUK)

RESEARCH, TEACHING, or OTHER INTERESTS

Computer Science, Artificial Intelligence, Computer Science Applications, Computer Vision and Pattern Recognition

Scopus Publications

Matrix Factorization Based Recommendation System using Hybrid Optimization Technique
P. Rao, T.V. Rao, Suresh Kurumalla, and Bethapudi Prakash
European Alliance for Innovation n.o.
In this paper, a matrix factorization recommendation algorithm is used to recommend items to the user by inculcating a hybrid optimization technique that combines Alternating Least Squares (ALS) and Stochastic Gradient Descent (SGD) in the advanced stage and compares the two individual algorithms with the hybrid model. This hybrid optimization algorithm can be easily implemented in the real world as a cold start can be easily reduced. The hybrid technique proposed is set side-by-side with the ALS and SGD algorithms individually to assess the pros and cons and the requirements to be met to choose a specific technique in a specific domain. The metric used for comparison and evaluation of this technique is Mean Squared Error (MSE).


Various image segmentation algorithms: A survey
Kurumalla Suresh and Peri Srinivasa rao
Springer Singapore



Cluster Based Prediction of Keyword Query Over Databases
K. Geethanjali, K. Suresh, and R. Kanaka Raju
Springer Singapore



K-nearest neighbor based dbscan clustering algorithm for image segmentation




Edge detection on an image using ant colony optimization
P. Hinduja, K. Suresh, and B. Ravi Kiran
Springer India



An improved k-means clustering algorithm for image segmentation




Improving query processing performance using optimization among CPEL factors
R. Kiran Kumar and K. Suresh
Springer International Publishing

RECENT SCHOLAR PUBLICATIONS

Matrix Factorization Based Recommendation System using Hybrid Optimization Technique
BP P. Srinivasa Rao,, T.V. Madhusudhana Rao , Suresh Kurumalla
EAI Endorsed Transactions on Energy Web, 1-7 2021



Flexible Spacesuit Hand Gloves
DDPMD Dr P Srinivasa Rao ,Dr Nagesh Vadaparthi,Dr.Kurumalla Suresh,Dr.Surya ...
IN Patent 202,041,055,099 2020



Dbscan Assisted by Hybrid Genetic K Means Algorithm
CK Suresh Kurumalla
International Journal of Recent Technology and Engineering (IJRTE) 8 (6 2020



Dbscan Assisted by Hybrid Genetic K Means Algorithm
S Kurumalla, C Kanda
International Journal of Recent Technology and Engineering March 2020



Deep convolutional neural network for breast mass classification from mammogram
G Nirmala, S Kumar
Biosci. Biotechnol. Res. Commun 13, 203-208 2020



Computer Vision Approach for Detection and Extraction of Text from Video Frames using Color Continuity, Color Variations and HV Projections Methods
R Segu, K Suresh
International Journal of Simulation--Systems, Science & Technology 20 (1) 2019



Various image segmentation algorithms: A survey
K Suresh, P Srinivasa rao
Smart Intelligent Computing and Applications: Proceedings of the Second 2019



IMPROVEMENT IN DETECTION ACCURACY OF DIGITAL MAMMOGRAM USING POINT TRANSFORM AND DATA MINING TECHNIQUE.
SP Meharunnisa, M Ravishanakr, K Suresh
ICTACT Journal on Image & Video Processing 9 (1) 2018



Cepstral Domain Approach To Enhance Noisy Speech and Increase Intelligibility for Mobile Communication
U Purushotham, K Suresh
2018 Second International Conference on Advances in Electronics, Computers 2018



Adaptive spectral subtraction to improve quality of speech in mobile communication
U Purushotham, K Suresh
International Journal of Communication Networks and Distributed Systems 21 2018



Implementation of spectral subtraction using sub-band filtering in DSP C6748 processor for enhancing speech signal
U Purushotham, K Suresh
Advances in Machine Learning and Data Science: Recent Achievements and 2018



Development of efficient VLSI architecture for speech processing in mobile communication
U Purushotham, K Suresh
2017 International Conference on Computer, Communication and Signal 2017



Joint feature extraction technique for text detection from natural scene image
R Segu, K Suresh
International Journal of Signal and Imaging Systems Engineering 10 (1-2), 14-21 2017



Adaptive spatio-temporal filtering with motion estimation for mixed noise removal and contrast enhancement in video sequence
S Madhura, K Suresh
Proceedings of the 5th International Conference on Frontiers in Intelligent 2017



Cluster Based Prediction of Keyword Query Over Databases
K Geethanjali, K Suresh, R Kanaka Raju
Computer Communication, Networking and Internet Security: Proceedings of 2017



A novel hardware efficient algorithm for impulse noise filtering with motion estimation
S Madhura, K Suresh
2016 International Conference on Communication and Electronics Systems 2016



K-nearest neighbor based dbscan clustering algorithm for image segmentation
S Kurumalla, PS Rao
Journal of Theoretical and Applied Information Technology 92 (2), 395 2016



A universal video enhancement technique based on least path intensity detector and adaptive filtering algorithm
S Madhura, K Suresh
2016 International Conference on Inventive Computation Technologies (ICICT 2016



Feature extraction in enhancing speech signal for mobile communication
U Purushotham, K Suresh
2016 1st India International Conference on Information Processing (IICIP), 1-5 2016



Implementation of Robust Acoustic Echo Cancellation in the Short Time Fourier Transform Domain Using Adaptive Filter
K Gopalaiah
International Journal of Applied Engineering Research 11 (5), 3708-3712 2016

MOST CITED SCHOLAR PUBLICATIONS

Various image segmentation algorithms: A survey
K Suresh, P Srinivasa rao
Smart Intelligent Computing and Applications: Proceedings of the Second 2019
Citations: 17



K-nearest neighbor based dbscan clustering algorithm for image segmentation
S Kurumalla, PS Rao
Journal of Theoretical and Applied Information Technology 92 (2), 395 2016
Citations: 17



Image segmentation using clustering Algorithms
BRK K.Suresh
International journal of Computer Applications 120, 10.5120/21298-4336 2015
Citations: 8



Joint feature extraction technique for text detection from natural scene image
R Segu, K Suresh
International Journal of Signal and Imaging Systems Engineering 10 (1-2), 14-21 2017
Citations: 6



Method and apparatus for conducting a transaction between homogeneous and/or heterogeneous transaction processing systems using asynchronous pull of a transaction transfer
J Klein, KB Evans, AC Gondi, SV Lanka, RJ Hansen
US Patent 6,535,904 2003
Citations: 6



Deep convolutional neural network for breast mass classification from mammogram
G Nirmala, S Kumar
Biosci. Biotechnol. Res. Commun 13, 203-208 2020
Citations: 5



Matrix Factorization Based Recommendation System using Hybrid Optimization Technique
BP P. Srinivasa Rao,, T.V. Madhusudhana Rao , Suresh Kurumalla
EAI Endorsed Transactions on Energy Web, 1-7 2021
Citations: 4



A novel hardware efficient algorithm for impulse noise filtering with motion estimation
S Madhura, K Suresh
2016 International Conference on Communication and Electronics Systems 2016
Citations: 4



Edge Detection on an Image Using Ant Colony Optimization
P Hinduja, K Suresh, B Ravi Kiran
Proceedings of the Second International Conference on Computer and 2016
Citations: 4



Adaptive spectral subtraction to improve quality of speech in mobile communication
U Purushotham, K Suresh
International Journal of Communication Networks and Distributed Systems 21 2018
Citations: 3



Adaptive spatio-temporal filtering with motion estimation for mixed noise removal and contrast enhancement in video sequence
S Madhura, K Suresh
Proceedings of the 5th International Conference on Frontiers in Intelligent 2017
Citations: 3



An Improved k-means Clustering Algorithm for Image Segmentation
KSPS Rao
International Journal of Applied Engineering Research 10, http://www 2015
Citations: 3



Optimum design of steel moment resisting frames subjected to seismic excitation
G Lalitha, K Suresh, KVB Reddy
Int J Innov Res Sci Eng Technol 2013, 5580-5584 2015
Citations: 3



New spectrophotometric method for the determination of flutamide in pharmaceutical preparation using chromotropic acid as a coupling agent
KM Reddy, K Suvardhan, K Suresh, S Prabhakar, P Chiranjeevi
Proceedings of the 3rd International Conference on Environment and Health 2003
Citations: 3



Determination of trace element by Atomic Absorption Spectroscopy (AAS) after Preconcentration on a support Impregnated with Coniine Dithiocarbamate
K Suvardhan, KK Suresh, KM Reddy, P Chiranjeevi
Proceedings of the Third International Conference on Environment and Health 2003
Citations: 3



Implementation of spectral subtraction using sub-band filtering in DSP C6748 processor for enhancing speech signal
U Purushotham, K Suresh
Advances in Machine Learning and Data Science: Recent Achievements and 2018
Citations: 2



Detection of Breast Masses in Digital Mammograms using SVM
SP Meharunnisa, K Suresh, M Ravishankar, A Bhaskar
International Science Press 8 (3), 899-906 2015
Citations: 2



Acoustic Echo Cancellation using time and frequency domain adaptive filter methods on Tms320c6713dsk
K Suresh
2014 International Conference on Electronics, Communication and 2014
Citations: 2



Dbscan Assisted by Hybrid Genetic K Means Algorithm
S Kurumalla, C Kanda
International Journal of Recent Technology and Engineering March 2020
Citations: 1



IMPROVEMENT IN DETECTION ACCURACY OF DIGITAL MAMMOGRAM USING POINT TRANSFORM AND DATA MINING TECHNIQUE.
SP Meharunnisa, M Ravishanakr, K Suresh
ICTACT Journal on Image & Video Processing 9 (1) 2018
Citations: 1