SK ALTHAF HUSSAIN BASHA

EDUCATION

Ph.D (CSE), M.Tech(CSE)

RESEARCH INTERESTS

Data Mining and warehousing , Educational Data Mining,Machine Learning, Big Data, DBMS, Cyber Security, IOT, Computer Networks, Image Processing, Higher Education in Computer Applications

Scopus Publications

A LEARNING BASED OPTIMIZED HYBRID MODEL FOR EFFICIENT AND SCALABLE LONG DOCUMENT CLASSIFICATION




On Optimality of Long Document Classification using Deep Learning
Kretika Tiwari and Dileep Kumar Singh
Auricle Technologies, Pvt., Ltd.
One of the most actively studied topics in modern medicine is the use of deep learning and patient clinical data to make medication and ADR recommendations. However, the clinical community still has some work to do in order to build a model that hybridises the recommendation system. As a social media learning based deep auto-encoder model for clinical recommendation, this research proposes a hybrid model that combines deep self-decoder with Top n similar co-patient information to produce a joint optimisation function (SAeCR). Implicit clinical information can be extracted using the network representation learning technique. Three experiments were conducted on two real-world social network data sets to assess the efficacy of the SAeCR model. As demonstrated by the experiments, the suggested model outperforms the other classification method on a larger and sparser data set. In addition, social network data can help doctors determine the nature of a patient's relationship with a co-patient. The SAeCR model is more effective since it incorporates insights from network representation learning and social theory.


An efficient iot based healthcare data management and transfer using blockchain technology
P. Veeramani, P. Rajasekar, V. Ramkumar, R. Azhagumurugan, Shaik Althaf Hussain Basha, and A. Santham Bharathy
AIP Publishing



Outliers Detection in Regression Analysis Using Partial Least Square Approach
Nagaraju Devarakonda, Shaik Subhani, and Shaik Althaf Hussain Basha
Springer International Publishing
Identifying abnormal behavior in the chosen dataset is essential for improving the quality of the given dataset and decreasing the impact of abnormal values/patterns in the knowledge discovery process. Outlier detection may be established in many data mining techniques. In this paper Regression analysis have been used to detect the outliers. Partial Least Square approach is mainly used in regression analysis. Laser dataset has been used to find out the outliers. The main objective is used for constructing predictive models. The Mahalanobis distance, Jackknife distance and T2 distance were calculated for finding the outliers.


A comparative analysis of Prediction Techniques for predicting graduate rate of university

RECENT SCHOLAR PUBLICATIONS

Paraphrase Extraction by Using Machine Learning Algorithms-A Review
B Karri, SB Yalavarthi, SAH Basha, PM Yohan
JOURNAL OF BASIC SCIENCE AND ENGINEERING 21 (1), 479-493 2024



Model for Retail Market Analytics
PMY SK Althaf Hussain Basha, G.N.R. Prasad
National Conference on Emerging Technologies in Computer science (NCETCS 2024



Enhanced Clustering Technique for Segmenting Skin Cancer in Skin Lesion Images
SM SK Althaf Hussain Basha, K Babu , G.N.R. Prasad , P M Yohan
National Conference on Emerging Technologies in Computer science (NCETCS 2024



Applications of Explainable AI: Enhancing Trust And Transparency In Critical Domains
GNRP Venkata Pavan Kumar Savala , SK Althaf Hussain Basha, S. Nagalakshmi
International Journal of Computer Science and Mechatronics 10 (6), 6-8 2024



An Innovative Approach To Time Complex Data Structure Formation Via Reverse Nearest Neighbour Density Clustering
SKAHB Babu Karri, Suresh Babu Yalavarthi
Journal of Computational Analysis and Applications 33 (6), 1316-1327 2024



Using a Machine Learning Algorithm to Make Predictions about Rainfall
SM SK Althaf Hussain Basha, P. V. Ravi Kumar, G.N.R. Prasad , P M Yohan
Two day National Seminar on Research Methodology -Challenges and Solutions 2024



Application of Machine Learning To the Detection Of Nutritional Deficiencies In Crops
SM SK Althaf Hussain Basha, Ponnaboyina Ranganath, G.N.R. Prasad, P M Yohan
Seminar on Research Methodology -Challenges and Solutions 2024



A Hand Book on Advanced Data Analytics and Applications
JS SK Althaf Hussain Basha, J Grace Hannah, J Mahalakshmi
Jayalakshmi Publications, Madurai, ISBN: 978-93-90203-75-8. 1, 153 2024



Predicting The Severity of Accidents
PMY SK Althaf Hussain Basha , Ponnaboyina Ranganath, Venkata Pavan Kumar ...
Futuristic Trends in Information Technology, IIP Series, IIP Proceedings 2024



Utilizing Machine Learning In Areas of Health Care
PMY SK Althaf Hussain Basha ,Venkata Pavan Kumar Savala, G N R Prasad ...
Futuristic Trends in Information Technology, IIP Series,IIP Proceedings 2024



An Enhanced Method For The Classification of ECGs through Deep Learning
PMY SK Althaf Hussain Basha, P. V. Ravi Kumar, G N R Prasad, Venkata Pavan ...
Futuristic Trends in Information Technology, IIP Series, IIP Proceedings 2024



Recent Strategies For Detecting Outliers: A Review
BV SK Althaf Hussain Basha, C. Jayaramulu
Futuristic Trends in Information Technology, IIP Series, IIP Proceedings 2024



Convolutional Neural Network For Smart Healthcare – A Survey On Enhancing Resources In Developing Countries
SVR Sk Althaf Hussain Basha, Ayesha Mariyam
Futuristic Trends in Information Technology, IIP Series, IIP Proceedings 2024



Correlational Analysis of Student Regularity and Performance in Online Learning
PMY SK Althaf Hussain Basha, G.N.R. Prasad, P. V. Ravi Kumar
International Conference on Artificial Intelligence and Its Emerging Areas 2023



A Learning Based Intelligent System For Automatic Classification of Long Text Documents
AM SK Althaf Hussain Basha, S Viswanadha Raju
IN Patent The Patent Office Journal No. 35/2023 Dated 01/09/2023 Issue No 2023



HMBO-LDC: A Hybrid Model Employing Reinforcement Learning with Bayesian Optimization for Long Document Classification
SVR Ayesha Mariyam, SK Althaf Hussain Basha
International Journal on Recent and Innovation Trends in Computing and 2023



The Effect of Social Media on Youth
PMY SK Althaf Hussain Basha ,Venkata Pavan Kumar Savala, GNR Prasad
International Conference on Modern Computing in Circuits & Systems (ICMCCS-2023) 2023



Data Science and Machine Learning Based Intelligent Model for Student Performance Evaluation System
NS Sk Altaf Hussain Basha
International Journal of Computer Science and Mechatronics (IJCSM) 9 (5), 25-29 2023



Crime Prediction Using Machine Learning Algorithms
GNRP SK Althaf Hussain Basha, Ranjith Kumar Addakula
International Journal of Computer Science and Mechatronics (IJCSM) 9 (5), 20-28 2023



ODC-Net: Bridging Natural Optimization and Deep Learning for Enhanced Outlier Detection in Multidimensional Data
BV SK Althaf Hussain Basha, C. Jayaramulu
Journal of Xi'an University of Architecture & Technology 15 (12), 305-322 2023

MOST CITED SCHOLAR PUBLICATIONS

A literature survey on recurrent attention learning for text classification
A Mariyam, SKAH Basha, SV Raju
IOP Conference Series: Materials Science and Engineering 1042 (1), 012030 2021
Citations: 9



Predicting Student Academic Performance Using Temporal Association Mining
MZA Sk Althaf Hussain Basha, A.Govardhan ,Y.R.Ramesh
International Journal of Information Systems and Education (IJISE) 2 (1), 21-41 2012
Citations: 8



Rank Analysis through Polyanalyst using Linear Regression
PP Sk Altaf Hussain Basha, N.Sandhya,K.Anuradha, A
International Journal of Computer Science and Network Security 9 (09), 290-293 2009
Citations: 8



Automatic named entity identification and classification using heuristic based approach for telugu
PM Yohan, B Sasidhar, SAH Basha, A Govardhan
International Journal of Computer Science Issues (IJCSI) 11 (1), 173 2014
Citations: 7



Outliers detection in regression analysis using partial least square approach
N Devarakonda, S Subhani, SAH Basha
ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention 2014
Citations: 6



A Comparative Analysis of Prediction Techniques for Predicting Graduate Rate of University
S Sk. Althaf Hussain Basha, A Govardhan , S
European Journal of Scientific Research(EJSR) 46 (2), 186-193 2010
Citations: 6



Neural Network Modelling of Speech Emotion Detection
MVAN SK Althaf Hussain Basha, Y. Sri Lalitha
3rd International Conference on Design and Manufacturing Aspects for 2021
Citations: 4



Student performance prediction—a data science approach
Y Sri Lalitha, Y Gayathri, MV Aditya Nag, S Althaf Hussain Basha
Modern Approaches in Machine Learning and Cognitive Science: A Walkthrough 2021
Citations: 3



Utilisation of Space Robotics in Making Plans in the Works to Overcome Huge Challenges and Send Humans to Mars By NASA
SKAH Basha, ND Kumar
Technoarete Transactions on Industrial Robotics and Automation Systems 2 (3 2022
Citations: 2



Prediction of Student Performance using Data Mining Techniques in Higher Education Domain
SKAH BASHA
Acharya Nagarjuna University ,Guntur 2012
Citations: 2



MICR: Multiple Instance Cluster Regression for Student Academic Performance in Higher Education
SAH Basha, A Govardhan, SV Raju, N Sultana
International Journal of Computer Applications 975, 8887 2011
Citations: 2



Effectiveness of Bio Inspired Robotics in Studying Biological Systems, and Looking for the Mechanisms that May Solve a Problem in the Engineering Field
NDK Dr. SK Althaf Hussain Basha
Technoarete Transactions on Industrial Robotics and Automation Systems 2 (3 2022
Citations: 1



Industry 4.0: augmented reality in smart manufacturing industry environment to facilitate faster and easier work procedures
A Mariyam, SAH Basha, SV Raju
Cloud Analytics for Industry 4 2022
Citations: 1



Network Optimization Using Learning and Distributed Intelligence through Cognition-Based Networks
GBD Cruz, SKAH Basha
Technoarete Transactions on Industrial Robotics and Automation Systems Vol-2 2022
Citations: 1



Using Traditional Machine Learning Algorithms and SMOTE Technique to Estimate Student’s Academic Performance in Higher Education
CS E. Sandhya1, Dr. SK Althaf Hussain Basha2, E. S. Phalguna Krishna3, Dr. V ...
Journal of Algebraic Statistics 13 (3), 3031-3041 2022
Citations: 1



Data-Driven Prediction Model for Crime Patterns
Y Gayathri, Y Sri Lalitha, MV Aditya Nag, S Althaf Hussain Basha
Smart Computing Techniques and Applications: Proceedings of the Fourth 2021
Citations: 1