V. Ravi

Vadlamani Ravi, G. Ganesh Sundarkumar, V. Siddeshwar, 2015, 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC).

Online and semi-online sentiment classification

Vadlamani Ravi, Kumar Ravi, Chandan Gautam, 2015, International Conference on Computing, Communication & Automation.

A novel hybrid undersampling method for mining unbalanced datasets in banking and insurance

Vadlamani Ravi, G. Ganesh Sundarkumar, V. Ravi, 2015, Eng. Appl. Artif. Intell..

Text Classification Using Ensemble Features Selection and Data Mining Techniques

Vadlamani Ravi, B. Shravankumar, V. Ravi, 2014, SEMCCO.

Resource Demand Prediction in Multi-Tenant Service Clouds

Nanjangud C. Narendra, G. R. Gangadharan, Manish Verma, 2013, 2013 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM).

Malware detection by text and data mining

Vadlamani Ravi, G. Ganesh Sundarkumar, V. Ravi, 2013, 2013 IEEE International Conference on Computational Intelligence and Computing Research.

Soft computing based imputation and hybrid data and text mining: The case of predicting the severity of phishing alerts

Vadlamani Ravi, Indranil Bose, Kancherla Jonah Nishanth, 2012, Expert Syst. Appl..

Detection of financial statement fraud and feature selection using data mining techniques

Vadlamani Ravi, Indranil Bose, Pediredla Ravisankar, 2011, Decis. Support Syst..

Web-services classification using intelligent techniques

Manas Ranjan Patra, Ramakanta Mohanty, Vadlamani Ravi, 2010, Expert Syst. Appl..

The application of intelligent and soft-computing techniques to software engineering problems: a review

Manas Ranjan Patra, Ramakanta Mohanty, Vadlamani Ravi, 2010, Int. J. Inf. Decis. Sci..

Failure prediction of dotcom companies using neural network-genetic programming hybrids

Vadlamani Ravi, Indranil Bose, Pediredla Ravisankar, 2010, Inf. Sci..

Hybrid intelligent systems for predicting software reliability

Vadlamani Ravi, Manas Ranjan Patra, Ramakanta Mohanty, 2013, Appl. Soft Comput..

Foreign Exchange Rate Prediction using Computational Intelligence Methods

V. Ravi, N. Raj Kiran, Ramanuj Lal, 2012 .

Application of Machine Learning Techniques to Predict Software Reliability

Manas Ranjan Patra, Ramakanta Mohanty, Vadlamani Ravi, 2010, Int. J. Appl. Evol. Comput..

Computational Intelligence Hybrids Applied to Software Cost Estimation

Vadlamani Ravi, Mahil Carr, M. Vasu, 2010 .

Software cost estimation using computational intelligence techniques

Vadlamani Ravi, Mahil Carr, Jankisharan Pahariya, 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

Software Reliability Prediction Using Intelligent Techniques: Application to Operational Risk Prediction in Firms

Vadlamani Ravi, Nikunj Chauhan, N. Raj Kiran, 2009, Int. J. Comput. Intell. Appl..

Software reliability prediction by soft computing techniques

Vadlamani Ravi, N. Raj Kiran, V. Ravi, 2008, J. Syst. Softw..

Software Reliability Prediction Using Wavelet Neural Networks

V. Ravi, N. Raj Kiran, V. Ravi, 2007, International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007).

Colon cancer prediction with genetic profiles using intelligent techniques

Vadlamani Ravi, Subha Mahadevi Alladi, Shinde Santosh P, 2008, Bioinformation.

Association rule mining using binary particle swarm optimization

Vadlamani Ravi, K. N. V. D. Sarath, V. Ravi, 2013, Eng. Appl. Artif. Intell..

Chaotic time series analysis with neural networks to forecast cash demand in ATMs

Vadlamani Ravi, Venkatesh Kamini, D. Nagesh Kumar, 2014, 2014 IEEE International Conference on Computational Intelligence and Computing Research.

Counter propagation auto-associative neural network based data imputation

Vadlamani Ravi, Chandan Gautam, V. Ravi, 2015, Inf. Sci..

Financial distress prediction in banks using Group Method of Data Handling neural network, counter propagation neural network and fuzzy ARTMAP

Vadlamani Ravi, Pediredla Ravisankar, V. Ravi, 2010, Knowl. Based Syst..

Keratin protein property based classification of mammals and non-mammals using machine learning techniques

Vadlamani Ravi, Amit Kumar Banerjee, U. S. N. Murty, 2013, Comput. Biol. Medicine.

Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards

Vadlamani Ravi, Raju S. Bapi, M. A. H. Farquad, 2009, RSFDGrC.

Chaos, Machine Learning and Deep Learning based Hybrid to forecast Consumer Price Index Inflation in India

Vadlamani Ravi, Sarveswararao Vangala, V. Ravi, 2020, 2020 IEEE Symposium Series on Computational Intelligence (SSCI).

Evolutionary Multi-Objective Optimization Algorithm for Community Detection in Complex Social Networks

Vadlamani Ravi, Kalyanmoy Deb, Shaik Tanveer ul Huq, 2020, SN Computer Science.

Fuzzy Multi-Objective Association Rule Mining Using Evolutionary Computation

Vadlamani Ravi, Ganghishetti Pradeep, V. Ravi, 2017 .

Fuzzy rule base generation for classification and its minimization via modified threshold accepting

Hans-Jürgen Zimmermann, Vadlamani Ravi, P. J. Reddy, 2001, Fuzzy Sets Syst..

Fuzzy global optimization of complex system reliability

Hans-Jürgen Zimmermann, Vadlamani Ravi, P. J. Reddy, 2000, IEEE Trans. Fuzzy Syst..

Support Vector Machine based Hybrid Classifiers and Rule Extraction thereof: Application to Bankruptcy Prediction in Banks

Vadlamani Ravi, M.A.H. Farquad, Raju S. Bapi, 2010 .

Customer Lifetime Value Measurement using Machine Learning Techniques

Vadlamani Ravi, Tarun Rathi, V. Ravi, 2017 .

Data imputation via evolutionary computation, clustering and a neural network

Vadlamani Ravi, Chandan Gautam, V. Ravi, 2015, Neurocomputing.

A new online data imputation method based on general regression auto associative neural network

Vadlamani Ravi, Mannepalli Krishna, V. Ravi, 2014, Neurocomputing.

Differential evolution and threshold accepting hybrid algorithm for unconstrained optimisation

Vadlamani Ravi, Nikunj Chauhan, V. Ravi, 2010, Int. J. Bio Inspired Comput..

Nonequilibrium simulated-annealing algorithm applied to reliability optimization of complex systems

V. Ravi, B.S.N. Murty, J. Reddy, 1997 .

High utility itemset mining using binary differential evolution: An application to customer segmentation

Vadlamani Ravi, Gutha Jaya Krishna, V. Ravi, 2021, Expert Syst. Appl..

A Modified Harmony Search Threshold Accepting Hybrid Optimization Algorithm

Vadlamani Ravi, Yeturu Maheshkumar, V. Ravi, 2011, MIWAI.

Ranking cloud services using fuzzy multi-attribute decision making

Vadlamani Ravi, G. R. Gangadharan, Uppala Shivakumar, 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

FedPNN: One-shot Federated Classification via Evolving Clustering Method and Probabilistic Neural Network hybrid

V. Ravi, Yelleti Vivek, Polaki Durga Prasad, 2023, ArXiv.

Churn prediction using comprehensible support vector machine: An analytical CRM application

Vadlamani Ravi, Raju S. Bapi, M. A. H. Farquad, 2014, Appl. Soft Comput..

A novel automatic satire and irony detection using ensembled feature selection and data mining

Kumar Ravi, Vadlamani Ravi, Kumar Ravi, 2017, Knowl. Based Syst..

Quantification of Balanced Scorecard Using Crisp and Fuzzy Multi Attribute Decision Making: Application to Banking

Vadlamani Ravi, Uppala Shivakumar, T. R. Venkateswaran, 2013, 2013 6th International Conference on Emerging Trends in Engineering and Technology.

Chaotic Variational Auto encoder-based Adversarial Machine Learning

V. Ravi, Yelleti Vivek, G. Pranay, 2023, ArXiv.

Software Cost Estimation using Soft Computing Approaches

Mahil Carr, Vadlamani Ravi, K. Vinaykumar, 2010 .

Parallel Evolving Clustering Method for Big Data Analytics Using Apache Spark: Applications to Banking and Physics

Vadlamani Ravi, Sk. Kamaruddin, Pritman Mayank, 2017, BDA.

Forecasting financial time series volatility using Particle Swarm Optimization trained Quantile Regression Neural Network

Vadlamani Ravi, Dadabada Pradeepkumar, V. Ravi, 2017, Appl. Soft Comput..

Bankruptcy Prediction in Banks by Fuzzy Rule Based Classifier

Vadlamani Ravi, P. Ravi Kumar, V. Ravi, 2007, 2006 1st International Conference on Digital Information Management.

ATM Cash demand forecasting in an Indian Bank with chaos and deep learning pdf

Vadlamani Ravi, Sarveswararao Vangala, V. Ravi, 2020, Expert Syst. Appl..

Optimal prediction intervals for macroeconomic time series using chaos and evolutionary multi-objective optimization algorithms

V. Ravi, Sarveswararao Vangala, S. T. Huq, 2022, Swarm Evol. Comput..

Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark

V. Ravi, Mohammad Arafat Ali Khan, Chandra Bhushan, 2022, ArXiv.

Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II pdf

Vadlamani Ravi, Sarveswararao Vangala, Shaik Tanveer Ul Huq, 2021, ArXiv.

Financial time series prediction using hybrids of chaos theory, multi-layer perceptron and multi-objective evolutionary algorithms

Kalyanmoy Deb, Vadlamani Ravi, Dadabada Pradeepkumar, 2017, Swarm Evol. Comput..

FOREX Rate prediction using Chaos and Quantile Regression Random Forest

Vadlamani Ravi, Dadabada Pradeepkumar, V. Ravi, 2016, 2016 3rd International Conference on Recent Advances in Information Technology (RAIT).

FOREX Rate Prediction: A Hybrid Approach Using Chaos Theory and Multivariate Adaptive Regression Splines

Vadlamani Ravi, Dadabada Pradeepkumar, V. Ravi, 2016, FICTA.

FOREX Rate Prediction Using Chaos, Neural Network and Particle Swarm Optimization

Vadlamani Ravi, Dadabada Pradeepkumar, V. Ravi, 2014, ICSI.

Machine Learning Techniques to Predict Software Defect

Vadlamani Ravi, Ramakanta Mohanty, V. Ravi, 2017 .

Mining top high utility association rules using Binary Differential Evolution

Vadlamani Ravi, Gutha Jaya Krishna, V. Ravi, 2020, Eng. Appl. Artif. Intell..

Evolutionary computing applied to customer relationship management: A survey

Vadlamani Ravi, Gutha Jaya Krishna, V. Ravi, 2016, Eng. Appl. Artif. Intell..

Proceedings of the Fifth International Conference on Fuzzy and Neuro Computing (FANCCO - 2015)

Swagatam Das, Ponnuthurai Nagaratnam Suganthan, B. K. Panigrahi, 2015, Advances in Intelligent Systems and Computing.

A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends pdf

Richard Alan Peters, Pallabi Saikia, Sayak Paul, 2019, Knowl. Based Syst..

One-Class Text Document Classification with OCSVM and LSI

B. Shravan Kumar, Vadlamani Ravi, V. Ravi, 2017 .

Software development cost estimation using wavelet neural networks

Vadlamani Ravi, K. Vinay Kumar, Mahil Carr, 2008, J. Syst. Softw..

Rule Extraction from Support Vector Machine Using Modified Active Learning Based Approach: An Application to CRM

Vadlamani Ravi, Raju S. Bapi, M. A. H. Farquad, 2010, KES.

Differential Evolution Based Fuzzy Clustering

Vadlamani Ravi, Nikunj Chauhan, Nupur Aggarwal, 2010, SEMCCO.

Field Extraction and Logo Recognition on Indian Bank Cheques Using Convolution Neural Networks

Amiya Ranjan Mallik, V. Ravi, Gopireddy Vishnuvardhan, 2020, FICTA.

Application of Intelligent Techniques for Classification of Bacteria Using Protein Sequence-Derived Features

Vadlamani Ravi, Neelava Sengupta, Amit Kumar Banerjee, 2013, Applied Biochemistry and Biotechnology.

Analytics in/for cloud-an interdependence: A review

Kumar Ravi, Vadlamani Ravi, Yogesh Khandelwal, 2018, J. Netw. Comput. Appl..

Rule extraction using Support Vector Machine based hybrid classifier

V. Ravi, R.S. Bapi, M. Farquad, 2008, TENCON 2008 - 2008 IEEE Region 10 Conference.

Text Document Classification with PCA and One-Class SVM

Vadlamani Ravi, B. Shravan Kumar, V. Ravi, 2016, FICTA.

Sentiment Classification of Indian Banks' Customer Complaints

Vadlamani Ravi, Gutha Jaya Krishna, Harshal Jaiswal, 2019, TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON).

Irony Detection Using Neural Network Language Model, Psycholinguistic Features and Text Mining

Kumar Ravi, Vadlamani Ravi, Kumar Ravi, 2018, 2018 IEEE 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC).

Multi objective constrained optimisation of data envelopment analysis by differential evolution

Vadlamani Ravi, Narravula Ankaiah, V. Ravi, 2016, Int. J. Inf. Decis. Sci..

Auto Associative Extreme Learning Machine Based Hybrids for Data Imputation

Vadlamani Ravi, Chandan Gautam, V. Ravi, 2020, Cognitive Analytics.

A Hybrid Approach Using Topic Modeling and Class-Association Rule Mining for Text Classification: the Case of Malware Detection

Vadlamani Ravi, B. Shravan Kumar, V. Ravi, 2018, 2018 IEEE 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC).

Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection

Vadlamani Ravi, Kshitij Tayal, V. Ravi, 2016, ICIA.

An ant colony optimisation and Nelder-Mead simplex hybrid algorithm for training neural networks: an application to bankruptcy prediction in banks

Vadlamani Ravi, Arun Nampally, Sharma Nigib, 2013, Int. J. Inf. Decis. Sci..

Support vector machine and wavelet neural network hybrid: application to bankruptcy prediction in banks

Vadlamani Ravi, Devulapalli Karthik Chandra, Pediredla Ravisankar, 2010, Int. J. Data Min. Model. Manag..

Big Data Analytics Enabled Smart Financial Services: Opportunities and Challenges

Vadlamani Ravi, Sk. Kamaruddin, V. Ravi, 2017, BDA.

Sentiment analysis applied to Educational Sector

Vadlamani Ravi, Lalit Mohan, Kumar Ravi, 2015, 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC).

Large Scale Global Optimization by Hybrid Evolutionary Computation pdf

Gutha Jaya Krishna, Vadlamani Ravi, V. Ravi, 2019, ArXiv.

Hybrid Evolutionary Algorithm for Optimizing Reliability of Complex Systems

Vadlamani Ravi, Gutha Jaya Krishna, V. Ravi, 2018, ISDA.

Credit Card Fraud Detection using Big Data Analytics: Use of PSOAANN based One-Class Classification

Vadlamani Ravi, Sk. Kamaruddin, V. Ravi, 2016, ICIA.

Fuzzy formal concept analysis based opinion mining for CRM in financial services

Kumar Ravi, Vadlamani Ravi, P. Sree Rama Krishna Prasad, 2017, Appl. Soft Comput..

Smart Blockchain

Gutha Jaya Krishna, Vadlamani Ravi, Bheemidi Vikram Reddy, 2020, Smart Systems Design, Applications, and Challenges.

Watermarking Using Artificial Intelligence Techniques

Vadlamani Ravi, E. V. Gopal, Channapragada R. S. G. Rao, 2014 .

Sentiment analysis via Doc2Vec and Convolutional Neural Network hybrids

Kumar Ravi, Vadlamani Ravi, Bhaskar Dhariyal, 2018, 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

Causal Inference for Banking Finance and Insurance A Survey

V. Ravi, I. Bose, Yelleti Vivek, 2023, ArXiv.

Rule extraction from support vector machines: a hybrid approach for solving classification and regression problems

R. Bapi, V. Ravi, M. Farquad, 2011, International Journal of Information and Decision Sciences.

Support vector regression based hybrid rule extraction methods for forecasting

Vadlamani Ravi, Raju S. Bapi, M. A. H. Farquad, 2010, Expert Syst. Appl..

ATM Fraud Detection using Streaming Data Analytics

V. Ravi, Yelleti Vivek, A. Mane, 2023, ArXiv.

FinGAN: Chaotic generative adversarial network for analytical customer relationship management in banking and insurance

V. Ravi, Akhilesh Gangwar, Prateek Kate, 2022, Neural Computing and Applications.

Outlier Detection using Evolutionary Computing

Vadlamani Ravi, Gutha Jaya Krishna, V. Ravi, 2016, ICIA.

Outlier detection via a soft computing hybrid

Vadlamani Ravi, Gaurav Saini, V. Ravi, 2015, 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC).

Rule Extraction from DEWNN to Solve Classification and Regression Problems

Vadlamani Ravi, C. Raghavendra Rao, Nekuri Naveen, 2012, SEMCCO.

Data Mining via Rules Extracted from GMDH: An Application to Predict Churn in Bank Credit Cards

Vadlamani Ravi, C. Raghavendra Rao, C. R. Rao, 2010, KES.

Rule extraction from differential evolution trained radial basis function network using genetic algorithms

Vadlamani Ravi, C. Raghavendra Rao, C. R. Rao, 2009, 2009 IEEE International Conference on Automation Science and Engineering.

Principal Component Analysis and General Regression Auto Associative Neural Network Hybrid as One-Class Classifier

Vadlamani Ravi, Ranabir De, V. Ravi, 2014, SEMCCO.

Extreme Learning Machine

Vadlamani Ravi, Puneet Singh, V. Ravi, 2013 .

Particle Swarm Optimization Trained Auto Associative Neural Networks Used as Single Class Classifier

Vadlamani Ravi, Nekuri Naveen, Manideepto-Das, 2012, SEMCCO.

Hybrid classifier based on particle swarm optimization trained auto associative neural networks as non-linear principal component analyzer: Application to banking

Manideepto-Das, V. Ravi, N. Naveen, 2012, ISDA.

Differential evolution trained radial basis function network: application to bankruptcy prediction in banks

C. Raghavendra Rao, C. R. Rao, Nekuri Naveen, 2010, Int. J. Bio Inspired Comput..

Non-linear principal component analysis-based hybrid classifiers: an application to bankruptcy prediction in banks

Vadlamani Ravi, Chelimala Pramodh, V. Ravi, 2010, Int. J. Inf. Decis. Sci..

A Novel BGCapsule Network for Text Classification pdf

Vadlamani Ravi, Akhilesh Kumar Gangwar, V. Ravi, 2020, SN Computer Science.

Statistical modelling of spatial variability of undrained strength

Vadlamani Ravi, V. Ravi, 1992 .

Failure prediction of dotcom companies using hybrid intelligent techniques

Vadlamani Ravi, Indranil Bose, Devulapalli Karthik Chandra, 2009, Expert Syst. Appl..

Indian banks' productivity ranking via Data Envelopment Analysis and Fuzzy Multi-Attribute Decision-Making hybrid

Vadlamani Ravi, Chelimala Pramodh, T. Nagabhushanam, 2008, Int. J. Inf. Decis. Sci..

Watermarking Using Intelligent Methods: Survey

Vadlamani Ravi, E. V. Gopal, Channapragada R. S. G. Rao, 2014 .

Digital Watermarking Techniques for Images : Survey

Vadlamani Ravi, E. V. Gopal, Channapragada R. S. G. Rao, 2022 .

Predicting Indian Stock Market Using the Psycho-Linguistic Features of Financial News

B. Shravan Kumar, Vadlamani Ravi, Rishabh Miglani, 2019, Annals of Data Science.

Face Recognition Using Transfer Learning on Facenet: Application to Banking Operations

Gopireddy Vishnuvardhan, Vadlamani Ravi, V. Ravi, 2021 .

Chaotic Variational Auto Encoder based One Class Classifier for Insurance Fraud Detection

V. Ravi, Yelleti Vivek, K. Gangadhar, 2022, ArXiv.

A particle swarm optimization-threshold accepting hybrid algorithm for unconstrained optimization

Vadlamani Ravi, Ajith Abraham, Yeturu Maheshkumar, 2013 .

Language Identification in Mixed Script

Vadlamani Ravi, S. Nagesh Bhattu, Boora Shiva Krishna, 2017, FIRE.

Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption

V. Ravi, Syed Imtiaz Ahamed, 2022, arXiv.org.

Privacy-Preserving Wavelet Neural Network with Fully Homomorphic Encryption

V. Ravi, Syed Imtiaz Ahamed, 2022, arXiv.org.

A Computational Intelligence Based Online Data Imputation Method: An Application For Banking

Vadlamani Ravi, Kancherla Jonah Nishanth, V. Ravi, 2013, J. Inf. Process. Syst..

FinGAN: Generative Adversarial Network for Analytical Customer Relationship Management in Banking and Insurance

Vadlamani Ravi, Akhilesh Gangwar, Prateek Kate, 2022, ArXiv.

Failure prediction of banks using threshold accepting trained kernel principal component neural network

Vadlamani Ravi, Pediredla Ravisankar, V. Ravi, 2009, 2009 World Congress on Nature & Biologically Inspired Computing (NaBIC).

Quantum-Inspired Evolutionary Algorithms for Feature Subset Selection: A Comprehensive Survey

V. Ravi, Yelleti Vivek, P. R. Krishna, 2024, ArXiv.