Vadlamani Ravi

198 papers B 1C 5Misc 3Journal 121Unranked 66

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Improved differential evolution based feature selection through chaos, quantum, and lasso logistic regression. Quantum Mach. Intell. Yelleti Vivek, Sri Krishna Vadlamani, Vadlamani Ravi, P. Radha Krishna
2026	J	`jnl`	Parallel chaotic bi-objective evolutionary algorithms for scalable feature subset selection via migration strategy. Appl. Soft Comput. Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
2025	J	`jnl`	A Comprehensive Review of Causal Inference in Banking, Finance, and Insurance. ACM Comput. Surv. Satyam Kumar, Yelleti Vivek, Vadlamani Ravi, Indranil Bose
2025	J	`jnl`	Chaotic variational auto encoder-based adversarial machine learning. Comput. Electr. Eng. Pavan Venkata Sainadh Reddy, Yelleti Vivek, Gopi Pranay, Vadlamani Ravi
2025	Misc	`conf`	Explainable One Class Classification for ATM Fraud Detection. COMSNETS Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane, Laveti Ramesh Naidu
2025	J	`jnl`	Feature subset selection for big data via parallel chaotic binary differential evolution and feature-level elitism. Comput. Electr. Eng. Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
2025	J	`jnl`	Hybrids of Reinforcement Learning and Evolutionary Computation in Finance: A Survey. ACM Comput. Surv. Sandarbh Yadav, Vadlamani Ravi, Shivaram Kalyanakrishnan
2025	J	`jnl`	Online feature subset selection for mining feature streams in big data via incremental learning and evolutionary computation. Swarm Evol. Comput. Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
2025	J	`jnl`	Quantum-inspired evolutionary algorithms for feature subset selection: a comprehensive survey. Quantum Inf. Process. Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
2025	Misc	`conf`	XDATE: eXplainable Deep belief network-based Auto-encoder with exTended Garson Algorithm. COMSNETS Satyam Kumar, Vadlamani Ravi
2024	J	`jnl`	Deep Reinforcement Learning for Financial Forecasting in Static and Streaming Cases. J. Inf. Knowl. Manag. Aravilli Atchuta Ram, Sandarbh Yadav, Yelleti Vivek, Vadlamani Ravi
2024	—	`conf`	Explainable Artificial Intelligence and Causal Inference Based ATM Fraud Detection. CIFEr Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane, Laveti Ramesh Naidu
2024	—	`conf`	FedPNN: One-Shot Federated Classifier to Predict Credit Card Fraud and Bankruptcy in Banks. CIFEr Polaki Durga Prasad, Yelleti Vivek, Vadlamani Ravi
2024	J	`jnl`	Improved Differential Evolution based Feature Selection through Quantum, Chaos, and Lasso. CoRR Yelleti Vivek, Sri Krishna Vadlamani, Vadlamani Ravi, P. Radha Krishna
2024	—	`conf`	Novelty Detection and Feedback based Online Feature Subset Selection for Data Streams via Parallel Hybrid Particle Swarm Optimization Algorithm. GECCO Companion Vivek Yelleti, Vadlamani Ravi, P. Radha Krishna
2024	—	`conf`	Online Feature Subset Selection in Streaming Features by Parallel Evolutionary Algorithms. GECCO Companion Vivek Yelleti, Vadlamani Ravi, P. Radha Krishna
2024	J	`jnl`	Parallel and streaming wavelet neural networks for classification and regression under apache spark. Clust. Comput. Eduru Harindra Venkatesh, Yelleti Vivek, Vadlamani Ravi, Shiva Shankar Orsu
2024	J	`jnl`	Parallel fractional dominance MOEAs for feature subset selection in big data. Swarm Evol. Comput. Yelleti Vivek, Vadlamani Ravi, Ponnuthurai Nagaratnam Suganthan, P. Radha Krishna
2024	J	`jnl`	Quantum-Inspired Evolutionary Algorithms for Feature Subset Selection: A Comprehensive Survey. CoRR Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
2023	J	`jnl`	ATM Fraud Detection using Streaming Data Analytics. CoRR Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane, Laveti Ramesh Naidu
2023	J	`jnl`	ATM cash demand forecasting in an Indian bank with chaos and hybrid deep learning networks. Expert Syst. Appl. Sarveswararao Vangala, Vadlamani Ravi, Yelleti Vivek
2023	J	`jnl`	Causal Inference for Banking Finance and Insurance A Survey. CoRR Satyam Kumar, Yelleti Vivek, Vadlamani Ravi, Indranil Bose
2023	J	`jnl`	Chaotic Variational Auto encoder-based Adversarial Machine Learning. CoRR Pavan Venkata Sainadh Reddy, Yelleti Vivek, Gopi Pranay, Vadlamani Ravi
2023	J	`jnl`	FedPNN: One-shot Federated Classification via Evolving Clustering Method and Probabilistic Neural Network hybrid. CoRR Polaki Durga Prasad, Yelleti Vivek, Vadlamani Ravi
2023	J	`jnl`	FinGAN: Chaotic generative adversarial network for analytical customer relationship management in banking and insurance. Neural Comput. Appl. Prateek Kate, Vadlamani Ravi, Akhilesh Gangwar
2023	J	`jnl`	Scalable feature subset selection for big data using parallel hybrid evolutionary algorithm based wrapper under apache spark environment. Clust. Comput. Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
2022	J	`jnl`	A Novel BGCapsule Network for Text Classification. SN Comput. Sci. Akhilesh Kumar Gangwar, Vadlamani Ravi
2022	J	`jnl`	Application of Causal Inference to Analytical Customer Relationship Management in Banking and Insurance. CoRR Satyam Kumar, Vadlamani Ravi
2022	J	`jnl`	Chaotic Variational Auto Encoder based One Class Classifier for Insurance Fraud Detection. CoRR K. S. N. V. K. Gangadhar, B. Akhil Kumar, Yelleti Vivek, Vadlamani Ravi
2022	J	`jnl`	Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection. CoRR Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane, Laveti Ramesh Naidu
2022	J	`jnl`	Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm. CoRR Satyam Kumar, Vadlamani Ravi
2022	J	`jnl`	Explainable Reinforcement Learning on Financial Stock Trading using SHAP. CoRR Satyam Kumar, Mendhikar Vishal, Vadlamani Ravi
2022	J	`jnl`	Feature subset selection for Big Data via Chaotic Binary Differential Evolution under Apache Spark. CoRR Yelleti Vivek, Vadlamani Ravi, Pisipati Radhakrishna
2022	J	`jnl`	FinGAN: Generative Adversarial Network for Analytical Customer Relationship Management in Banking and Insurance. CoRR Prateek Kate, Vadlamani Ravi, Akhilesh Gangwar
2022	J	`jnl`	Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark. CoRR Mohammad Arafat Ali Khan, Chandra Bhushan, Vadlamani Ravi, Vangala Sarveswara Rao, Shiva Shankar Orsu
2022	J	`jnl`	Optimal prediction intervals for macroeconomic time series using chaos and evolutionary multi-objective optimization algorithms. Swarm Evol. Comput. Sarveswararao Vangala, Vadlamani Ravi, Shaik Tanveer Ul Huq
2022	J	`jnl`	Parallel and Streaming Wavelet Neural Networks for Classification and Regression under Apache Spark. CoRR Eduru Harindra Venkatesh, Yelleti Vivek, Vadlamani Ravi, Shiva Shankar Orsu
2022	J	`jnl`	Parallel bi-objective evolutionary algorithms for scalable feature subset selection via migration strategy under Spark. CoRR Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
2022	J	`jnl`	Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption. CoRR Syed Imtiaz Ahamed, Vadlamani Ravi
2022	J	`jnl`	Privacy-Preserving Wavelet Neural Network with Fully Homomorphic Encryption. CoRR Syed Imtiaz Ahamed, Vadlamani Ravi
2021	J	`jnl`	EGRNN++ and PNN++ : Parallel and Distributed Neural Networks for Big Data Regression and Classification. SN Comput. Sci. Sk. Kamaruddin, Vadlamani Ravi
2021	J	`jnl`	Evolutionary Multi-Objective Optimization Algorithm for Community Detection in Complex Social Networks. SN Comput. Sci. Tanveerulhuq Shaik, Vadlamani Ravi, Kalyanmoy Deb
2021	J	`jnl`	High utility itemset mining using binary differential evolution: An application to customer segmentation. Expert Syst. Appl. Gutha Jaya Krishna, Vadlamani Ravi
2021	J	`jnl`	Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II. CoRR Sarveswararao Vangala, Vadlamani Ravi, Shaik Tanveer Ul Huq
2021	J	`jnl`	Optimal Technical Indicator-based Trading Strategies Using NSGA-II. CoRR P. Shanmukh Kali Prasad, Vadlamani Madhav, Ramanuj Lal, Vadlamani Ravi
2021	J	`jnl`	Scalable Feature Subset Selection for Big Data using Parallel Hybrid Evolutionary Algorithm based Wrapper in Apache Spark. CoRR Yelleti Vivek, Vadlamani Ravi, Pisipati Radhakrishna
2020	J	`jnl`	A Novel BGCapsule Network for Text Classification. CoRR Akhilesh Kumar Gangwar, Vadlamani Ravi
2020	J	`jnl`	A review of deep learning with special emphasis on architectures, applications and recent trends. Knowl. Based Syst. Saptarshi Sengupta, Sanchita Basak, Pallabi Saikia, Sayak Paul, Vasilios Tsalavoutis, Frederick Ditliac Atiah, Vadlamani Ravi, Alan Peters
2020	J	`jnl`	ATM Cash demand forecasting in an Indian Bank with chaos and deep learning. CoRR Sarveswararao Vangala, Vadlamani Ravi
2020	J	`jnl`	Article citation study: Context enhanced citation sentiment detection. CoRR Vishal Vyas, Kumar Ravi, Vadlamani Ravi, V. Uma, Srirangaraj Setlur, Venu Govindaraju
2020	—	`conf`	Chaos, Machine Learning and Deep Learning based Hybrid to forecast Consumer Price Index Inflation in India. SSCI Sarveswararao Vangala, Vadlamani Ravi
2020	—	`conf`	Developing Dialog Manager in Chatbots via Hybrid Deep Learning Architectures. FICTA (2) Basit Ali, Vadlamani Ravi
2020	—	`conf`	Diabetic Retinopathy Detection Using Transfer Learning and Deep Learning. FICTA (1) Akhilesh Kumar Gangwar, Vadlamani Ravi
2020	J	`jnl`	Evolutionary Multi Objective Optimization Algorithm for Community Detection in Complex Social Networks. CoRR Shaik Tanveer Ul Huq, Vadlamani Ravi, Kalyanmoy Deb
2020	J	`jnl`	Evolutionary Multi-Objective Optimization Framework for Mining Association Rules. CoRR Shaik Tanveer Ul Huq, Vadlamani Ravi
2020	—	`conf`	Field Extraction and Logo Recognition on Indian Bank Cheques Using Convolution Neural Networks. FICTA (2) Gopireddy Vishnuvardhan, Vadlamani Ravi, Amiya Ranjan Mallik
2020	—	`conf`	Machine Learning and Feature Selection Based Ransomware Detection Using Hexacodes. FICTA (1) Bheemidi Vikram Reddy, Gutha Jaya Krishna, Vadlamani Ravi, Dipankar Dasgupta
2020	J	`jnl`	Mining top high utility association rules using Binary Differential Evolution. Eng. Appl. Artif. Intell. Gutha Jaya Krishna, Vadlamani Ravi
2020	J	`jnl`	The Next Wave of CRM Innovation: Implications for Research, Teaching, and Practice. Commun. Assoc. Inf. Syst. Sachithra Lokuge, Darshana Sedera, Thilini Ariyachandra, Saj Kumar, Vadlamani Ravi
2019	C	`conf`	A Parallel and Distributed Radial Basis Function Network for Big Data Analytics. TENCON Sk. Kamaruddin, Vadlamani Ravi
2019	J	`jnl`	A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends. CoRR Saptarshi Sengupta, Sanchita Basak, Pallabi Saikia, Sayak Paul, Vasilios Tsalavoutis, Frederick Ditliac Atiah, Vadlamani Ravi, Richard Alan Peters
2019	—	`conf`	Anomaly Detection Using Modified Differential Evolution: An Application to Banking and Insurance. SoCPaR Gutha Jaya Krishna, Vadlamani Ravi
2019	J	`jnl`	CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. CoRR Rohit Gavval, Vadlamani Ravi, Kalavala Revanth Harshal, Akhilesh Gangwar, Kumar Ravi
2019	—	`ch.`	Evolutionary Computing Applied to Solve Some Operational Issues in Banks. Optimization in Industry Gutha Jaya Krishna, Vadlamani Ravi
2019	—	`conf`	Feature Subset Selection using Adaptive Differential Evolution: An Application to Banking. COMAD/CODS Gutha Jaya Krishna, Vadlamani Ravi
2019	C	`conf`	Keystroke based User Authentication using Modified Differential Evolution. TENCON Gutha Jaya Krishna, Vadlamani Ravi
2019	C	`conf`	Keystroke based User Identification with XGBoost. TENCON Gutha Jaya Krishna, Harshal Jaiswal, P. Sai Ravi Teja, Vadlamani Ravi
2019	J	`jnl`	Large Scale Global Optimization by Hybrid Evolutionary Computation. CoRR Gutha Jaya Krishna, Vadlamani Ravi
2019	J	`jnl`	MapReduce-based fuzzy very fast decision tree for constructing prediction intervals. Int. J. Big Data Intell. Ojha Manish Kumar, Kumar Ravi, Vadlamani Ravi
2019	J	`jnl`	Predicting Indian stock market using the psycho-linguistic features of financial news. CoRR B. Shravan Kumar, Vadlamani Ravi, Rishabh Miglani
2019	C	`conf`	Sentiment Classification of Indian Banks' Customer Complaints. TENCON Gutha Jaya Krishna, Vadlamani Ravi, Bheemidi Vikram Reddy, Mohammad Zaheeruddin, Harshal Jaiswal, P. Sai Ravi Teja, Rohit Gavval
2019	Misc	`conf`	WiP: Generative Adversarial Network for Oversampling Data in Credit Card Fraud Detection. ICISS Akhilesh Gangwar, Vadlamani Ravi
2018	—	`conf`	A Hybrid Approach Using Topic Modeling and Class-Association Rule Mining for Text Classification: the Case of Malware Detection. ICCI*CC B. Shravan Kumar, Vadlamani Ravi
2018	J	`jnl`	Analytics in/for cloud-an interdependence: A review. J. Netw. Comput. Appl. Kumar Ravi, Yogesh Khandelwal, Boora Shiva Krishna, Vadlamani Ravi
2018	—	`conf`	Article Citation Sentiment Analysis Using Deep Learning. ICCI*CC Kumar Ravi, Srirangaraj Setlur, Vadlamani Ravi, Venu Govindaraju
2018	—	`conf`	Differential Evolution Trained Fuzzy Cognitive Map: An Application to Modeling Efficiency in Banking. ISDA (2) Gutha Jaya Krishna, Meesala Smruthi, Vadlamani Ravi, Bhamidipati Shandilya
2018	—	`conf`	Hybrid Evolutionary Algorithm for Optimizing Reliability of Complex Systems. ISDA (2) Gutha Jaya Krishna, Vadlamani Ravi
2018	—	`conf`	Irony Detection Using Neural Network Language Model, Psycholinguistic Features and Text Mining. ICCI*CC Kumar Ravi, Vadlamani Ravi
2018	J	`jnl`	Key generation for plain text in stream cipher via bi-objective evolutionary computing. Appl. Soft Comput. Gutha Jaya Krishna, Vadlamani Ravi, S. Nagesh Bhattu
2018	—	`conf`	Quantile Regression Random Forest Hybrids Based Data Imputation. ICCI*CC Manish Yadav, Vadlamani Ravi
2018	—	`conf`	Sentiment Classification Using Paragraph Vector and Cognitive Big Data Semantics on Apache Spark. ICCI*CC Kumar Ravi, Vadlamani Ravi, B. Shivakrishna
2018	—	`conf`	Sentiment analysis via Doc2Vec and Convolutional Neural Network hybrids. SSCI Bhaskar Dhariyal, Vadlamani Ravi, Kumar Ravi
2018	J	`jnl`	Soft computing hybrids for FOREX rate prediction: A comprehensive review. Comput. Oper. Res. Dadabada Pradeepkumar, Vadlamani Ravi
2017	J	`jnl`	A novel automatic satire and irony detection using ensembled feature selection and data mining. Knowl. Based Syst. Kumar Ravi, Vadlamani Ravi
2017	—	`conf`	Big Data Analytics Enabled Smart Financial Services: Opportunities and Challenges. BDA Vadlamani Ravi, Sk. Kamaruddin
2017	J	`jnl`	Financial time series prediction using hybrids of chaos theory, multi-layer perceptron and multi-objective evolutionary algorithms. Swarm Evol. Comput. Vadlamani Ravi, Dadabada Pradeepkumar, Kalyanmoy Deb
2017	J	`jnl`	Forecasting financial time series volatility using Particle Swarm Optimization trained Quantile Regression Neural Network. Appl. Soft Comput. Dadabada Pradeepkumar, Vadlamani Ravi
2017	J	`jnl`	Fuzzy formal concept analysis based opinion mining for CRM in financial services. Appl. Soft Comput. Kumar Ravi, Vadlamani Ravi, P. Sree Rama Krishna Prasad
2017	—	`conf`	LDA Based Feature Selection for Document Clustering. COMPUTE B. Shravan Kumar, Vadlamani Ravi
2017	—	`conf`	Language Identification in Mixed Script. FIRE Nagesh Bhattu Sristy, N. Satya Krishna, Boora Shiva Krishna, Vadlamani Ravi
2017	—	`conf`	Parallel Evolving Clustering Method for Big Data Analytics Using Apache Spark: Applications to Banking and Physics. BDA Sk. Kamaruddin, Vadlamani Ravi, Pritman Mayank
2017	—	`conf`	Prediction Intervals via Support Vector-quantile Regression Random Forest Hybrid. COMPUTE Vadlamani Ravi, Vadali Tejasviram, Anurag Sharma, Rashmi Ranjan Khansama
2016	—	`conf`	A novel deep learning architecture for sentiment classification. RAIT Rahul Ghosh, Kumar Ravi, Vadlamani Ravi
2016	J	`jnl`	A survey of the applications of text mining in financial domain. Knowl. Based Syst. B. Shravankumar, Vadlamani Ravi
2016	—	`conf`	Credit Card Fraud Detection using Big Data Analytics: Use of PSOAANN based One-Class Classification. ICIA Sk. Kamaruddin, Vadlamani Ravi
2016	—	`conf`	Cyber fraud detection using evolving spiking neural network. ICIIS Amit Soni Arya, Vadlamani Ravi, Vadali Tejasviram, Neelava Sengupta, Nikola K. Kasabov
2016	J	`jnl`	Dynamic resource demand prediction and allocation in multi-tenant service clouds. Concurr. Comput. Pract. Exp. Manish Verma, G. R. Gangadharan, Nanjangud C. Narendra, Vadlamani Ravi, Vidyadhar Inamdar, Lakshmi Ramachandran, Rodrigo N. Calheiros, Rajkumar Buyya
2016	J	`jnl`	Evolutionary computing applied to customer relationship management: A survey. Eng. Appl. Artif. Intell. Gutha Jaya Krishna, Vadlamani Ravi
2016	—	`conf`	FOREX Rate Prediction: A Hybrid Approach Using Chaos Theory and Multivariate Adaptive Regression Splines. FICTA (1) Dadabada Pradeepkumar, Vadlamani Ravi
2016	—	`conf`	FOREX Rate prediction using Chaos and Quantile Regression Random Forest. RAIT Dadabada Pradeepkumar, Vadlamani Ravi
2016	—	`conf`	Online Clustering Based Concept Lattice Reduction. SoCPaR Kumar Ravi, Vadlamani Ravi
2016	—	`conf`	Outlier Detection using Evolutionary Computing. ICIA Gutha Jaya Krishna, Vadlamani Ravi
2016	—	`conf`	Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection. ICIA Kshitij Tayal, Vadlamani Ravi
2016	J	`jnl`	Probabilistic neural network based categorical data imputation. Neurocomputing Kancherla Jonah Nishanth, Vadlamani Ravi
2016	—	`conf`	Sentiment classification of Hinglish text. RAIT Kumar Ravi, Vadlamani Ravi
2016	—	`conf`	Text Document Classification with PCA and One-Class SVM. FICTA (1) B. Shravan Kumar, Vadlamani Ravi
2015	J	`jnl`	A novel hybrid undersampling method for mining unbalanced datasets in banking and insurance. Eng. Appl. Artif. Intell. G. Ganesh Sundarkumar, Vadlamani Ravi
2015	J	`jnl`	A survey on opinion mining and sentiment analysis: Tasks, approaches and applications. Knowl. Based Syst. Kumar Ravi, Vadlamani Ravi
2015	—	`conf`	Auto associative Extreme Learning Machine based non-linear principal component regression for big data applications. ICDIM Vadali Tejasviram, Harshvardhan Solanki, Vadlamani Ravi, Sk. Kamaruddin
2015	J	`jnl`	Counter propagation auto-associative neural network based data imputation. Inf. Sci. Chandan Gautam, Vadlamani Ravi
2015	J	`jnl`	Data imputation via evolutionary computation, clustering and a neural network. Neurocomputing Chandan Gautam, Vadlamani Ravi
2015	—	`conf`	Elitist Quantum-Inspired Differential Evolution Based Wrapper for Feature Subset Selection. MIWAI Vadlamani Srikrishna, Rahul Ghosh, Vadlamani Ravi, Kalyanmoy Deb
2015	—	`conf`	Language Identification in Mixed Script Social Media Text. FIRE Workshops S. Nagesh Bhattu, Vadlamani Ravi
2015	—	`conf`	Malware detection via API calls, topic models and machine learning. CASE G. Ganesh Sundarkumar, Vadlamani Ravi, Ifeoma Nwogu, Venu Govindaraju
2015	—	`conf`	Modified Harmony Search Applied to Reliability Optimization of Complex Systems. ICHSA Gutha Jaya Krishna, Vadlamani Ravi
2015	J	`jnl`	Multi objective constrained optimisation of data envelopment analysis by differential evolution. Int. J. Inf. Decis. Sci. Narravula Ankaiah, Vadlamani Ravi
2014	—	`conf`	A Novel Hybrid Algorithm for Discovering Motifs from Financial Time Series. SEMCCO Dadabada Pradeepkumar, Maneesh Bhunwal, Vadlamani Ravi
2014	J	`jnl`	A new online data imputation method based on general regression auto associative neural network. Neurocomputing Vadlamani Ravi, Mannepalli Krishna
2014	—	`conf`	Association Rule Mining via Evolutionary Multi-objective Optimization. MIWAI Pradeep Ganghishetti, Vadlamani Ravi
2014	J	`jnl`	Cash demand forecasting in ATMs by clustering and neural networks. Eur. J. Oper. Res. Kamini Venkatesh, Vadlamani Ravi, Anita Prinzie, Dirk Van den Poel
2014	J	`jnl`	Churn prediction using comprehensible support vector machine: An analytical CRM application. Appl. Soft Comput. M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
2014	—	`conf`	FOREX Rate Prediction Using Chaos, Neural Network and Particle Swarm Optimization. ICSI (2) Dadabada Pradeepkumar, Vadlamani Ravi
2014	—	`conf`	Fraud Detection in Financial Statements Using Evolutionary Computation Based Rule Miners. SEMCCO Pradeep Ganghishetti, Vadlamani Ravi, Nandan Kaushik, B. L. Deekshatulu, Indranil Bose, A. Aditya
2014	—	`conf`	Principal Component Analysis and General Regression Auto Associative Neural Network Hybrid as One-Class Classifier. SEMCCO Vadlamani Ravi, Ranabir De
2014	—	`conf`	Privacy Preserving Data Mining Using General Regression Auto-Associative Neural Network: Application to Regression Problems. SEMCCO Vadlamani Ravi, Amit Yadav
2014	—	`conf`	Support Vector-Quantile Regression Random Forest Hybrid for Regression Problems. MIWAI Vadlamani Ravi, Anurag Sharma
2014	—	`conf`	Text Classification Using Ensemble Features Selection and Data Mining Techniques. SEMCCO B. Shravankumar, Vadlamani Ravi
2013	J	`jnl`	A Computational Intelligence Based Online Data Imputation Method: An Application For Banking. J. Inf. Process. Syst. Kancherla Jonah Nishanth, Vadlamani Ravi
2013	J	`jnl`	An ant colony optimisation and Nelder-Mead simplex hybrid algorithm for training neural networks: an application to bankruptcy prediction in banks. Int. J. Inf. Decis. Sci. Sharma Nigib, Arun Nampally, Vadlamani Ravi
2013	J	`jnl`	Association rule mining using binary particle swarm optimization. Eng. Appl. Artif. Intell. K. N. V. D. Sarath, Vadlamani Ravi
2013	J	`jnl`	Data Mining using Advanced Ant Colony Optimization Algorithm and Application to Bankruptcy Prediction. Int. J. Inf. Syst. Soc. Chang. Vishal Arora, Vadlamani Ravi
2013	J	`jnl`	Differential evolution trained kernel principal component WNN and kernel binary quantile regression: Application to banking. Knowl. Based Syst. Kalam Narendar Reddy, Vadlamani Ravi
2013	J	`jnl`	Hybrid classification and regression models via particle swarm optimization auto associative neural network based nonlinear PCA. Int. J. Hybrid Intell. Syst. Vadlamani Ravi, Nekuri Naveen, Mayank Pandey
2013	J	`jnl`	Hybrid intelligent systems for predicting software reliability. Appl. Soft Comput. Ramakanta Mohanty, Vadlamani Ravi, Manas Ranjan Patra
2013	J	`jnl`	Keratin protein property based classification of mammals and non-mammals using machine learning techniques. Comput. Biol. Medicine Amit Kumar Banerjee, Vadlamani Ravi, U. S. N. Murty, Anirudh P. Shanbhag, V. Lakshmi Prasanna
2013	J	`jnl`	Machine Learning Techniques Applied to Profile Mobile Banking Users in India. Int. J. Inf. Syst. Serv. Sect. Mahil Carr, Vadlamani Ravi, G. Sridharan Reddy, D. Veranna
2013	—	`conf`	Phishing Detection Using PSOAANN Based One-Class Classifier. ICETET Mayank Pandey, Vadlamani Ravi
2013	—	`conf`	Quantification of Balanced Scorecard Using Crisp and Fuzzy Multi Attribute Decision Making: Application to Banking. ICETET Uppala Shivakumar, Vadlamani Ravi, T. R. Venkateswaran
2013	B	`conf`	Ranking cloud services using fuzzy multi-attribute decision making. FUZZ-IEEE Uppala Shivakumar, Vadlamani Ravi, G. R. Gangadharan
2013	—	`conf`	Text and Data Mining to Detect Phishing Websites and Spam Emails. SEMCCO (2) Mayank Pandey, Vadlamani Ravi
2012	C	`conf`	Hybrid classifier based on particle swarm optimization trained auto associative neural networks as non-linear principal component analyzer: Application to banking. ISDA Vadlamani Ravi, Nekuri Naveen, Manideepto-Das
2012	—	`conf`	Kernel Group Method of Data Handling: Application to Regression Problems. SEMCCO Kalam Narendar Reddy, Vadlamani Ravi
2012	—	`conf`	Particle Swarm Optimization Trained Auto Associative Neural Networks Used as Single Class Classifier. SEMCCO Vadlamani Ravi, Nekuri Naveen, Manideepto-Das
2012	J	`jnl`	Privacy preserving data mining using particle swarm optimisation trained auto-associative neural network: an application to bankruptcy prediction in banks. Int. J. Data Min. Model. Manag. Paramjeet, Vadlamani Ravi, Nekuri Naveen, Chillarige Raghavendra Rao
2012	—	`conf`	Rule Extraction from DEWNN to Solve Classification and Regression Problems. SEMCCO Nekuri Naveen, Vadlamani Ravi, Chillarige Raghavendra Rao
2012	J	`jnl`	Soft computing based imputation and hybrid data and text mining: The case of predicting the severity of phishing alerts. Expert Syst. Appl. Kancherla Jonah Nishanth, Vadlamani Ravi, Narravula Ankaiah, Indranil Bose
2011	—	`conf`	A Modified Harmony Search Threshold Accepting Hybrid Optimization Algorithm. MIWAI Yeturu Maheshkumar, Vadlamani Ravi
2011	J	`jnl`	A hybrid under-sampling approach for mining unbalanced datasets: applications to banking and insurance. Int. J. Data Min. Model. Manag. Madireddi Vasu, Vadlamani Ravi
2011	J	`jnl`	Bacterial foraging trained wavelet neural networks: application to bankruptcy prediction in banks. Int. J. Data Anal. Tech. Strateg. Paramjeet, Vadlamani Ravi
2011	J	`jnl`	Colon cancer prediction with genetics profiles using evolutionary techniques. Expert Syst. Appl. Ashwinikumar Kulkarni, B. S. C. Naveen Kumar, Vadlamani Ravi, Upadhyayula Suryanarayana Murthy
2011	J	`jnl`	Detection of financial statement fraud and feature selection using data mining techniques. Decis. Support Syst. Pediredla Ravisankar, Vadlamani Ravi, G. Raghava Rao, Indranil Bose
2011	—	`conf`	Forecasting Using Rules Extracted from Privacy Preservation Neural Network. MIWAI Nekuri Naveen, Vadlamani Ravi, Chillarige Raghavendra Rao
2011	J	`jnl`	Rule extraction from support vector machines: a hybrid approach for solving classification and regression problems. Int. J. Inf. Decis. Sci. Mohammad Abdul Haque Farquad, Vadlamani Ravi, S. Bapi Raju
2010	J	`jnl`	Application of Machine Learning Techniques to Predict Software Reliability. Int. J. Appl. Evol. Comput. Ramakanta Mohanty, Vadlamani Ravi, Manas Ranjan Patra
2010	—	`conf`	Application of fuzzy multi attribute decision making analysis to rank web services. CISIM Ramakanta Mohanty, Vadlamani Ravi, Manas Ranjan Patra
2010	—	`conf`	Data Mining via Rules Extracted from GMDH: An Application to Predict Churn in Bank Credit Cards. KES (1) Nekuri Naveen, Vadlamani Ravi, C. Raghavendra Rao
2010	—	`conf`	Differential Evolution Based Fuzzy Clustering. SEMCCO Vadlamani Ravi, Nupur Aggarwal, Nikunj Chauhan
2010	J	`jnl`	Differential evolution and threshold accepting hybrid algorithm for unconstrained optimisation. Int. J. Bio Inspired Comput. Nikunj Chauhan, Vadlamani Ravi
2010	J	`jnl`	Differential evolution trained radial basis function network: application to bankruptcy prediction in banks. Int. J. Bio Inspired Comput. Nekuri Naveen, Vadlamani Ravi, C. Raghavendra Rao, Nikunj Chauhan
2010	J	`jnl`	Failure prediction of dotcom companies using neural network-genetic programming hybrids. Inf. Sci. Pediredla Ravisankar, Vadlamani Ravi, Indranil Bose
2010	J	`jnl`	Financial distress prediction in banks using Group Method of Data Handling neural network, counter propagation neural network and fuzzy ARTMAP. Knowl. Based Syst. Pediredla Ravisankar, Vadlamani Ravi
2010	J	`jnl`	Non-linear principal component analysis-based hybrid classifiers: an application to bankruptcy prediction in banks. Int. J. Inf. Decis. Sci. Vadlamani Ravi, Chelimala Pramodh
2010	—	`conf`	Rule Extraction from Support Vector Machine Using Modified Active Learning Based Approach: An Application to CRM. KES (1) M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
2010	J	`jnl`	Support vector machine and wavelet neural network hybrid: application to bankruptcy prediction in banks. Int. J. Data Min. Model. Manag. Devulapalli Karthik Chandra, Vadlamani Ravi, Pediredla Ravisankar
2010	J	`jnl`	Support vector regression based hybrid rule extraction methods for forecasting. Expert Syst. Appl. M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
2010	J	`jnl`	The application of intelligent and soft-computing techniques to software engineering problems: a review. Int. J. Inf. Decis. Sci. Ramakanta Mohanty, Vadlamani Ravi, Manas Ranjan Patra
2010	J	`jnl`	Web-services classification using intelligent techniques. Expert Syst. Appl. Ramakanta Mohanty, Vadlamani Ravi, Manas Ranjan Patra
2009	J	`jnl`	Application of fuzzyARTMAP for churn prediction in bank credit cards. Int. J. Inf. Decis. Sci. Nekuri Naveen, Vadlamani Ravi, Dudyala Anil Kumar
2009	—	`conf`	Data Mining Using Rules Extracted from SVM: An Application to Churn Prediction in Bank Credit Cards. RSFDGrC M. A. H. Farquad, Vadlamani Ravi, S. Bapi Raju
2009	J	`jnl`	Differential evolution trained wavelet neural networks: Application to bankruptcy prediction in banks. Expert Syst. Appl. Nikunj Chauhan, Vadlamani Ravi, Devulapalli Karthik Chandra
2009	—	`conf`	Evolutionary Algorithms for Fast and Accurate Watermark Retrieval. NaBIC E. V. Gopal, Munaga V. N. K. Prasad, Vadlamani Ravi
2009	—	`conf`	Failure Prediction of Banks using threshold Accepting Trained Kernel Principal Component Neural Network. NaBIC Pediredla Ravisankar, Vadlamani Ravi
2009	J	`jnl`	Failure prediction of dotcom companies using hybrid intelligent techniques. Expert Syst. Appl. Devulapalli Karthik Chandra, Vadlamani Ravi, Indranil Bose
2009	J	`jnl`	Feature selection and fuzzy rule-based classifier applied to bankruptcy prediction in banks. Int. J. Inf. Decis. Sci. Devulapalli Karthik Chandra, Vadlamani Ravi
2009	J	`jnl`	Privacy preservation in data mining using hybrid perturbation methods: an application to bankruptcy prediction in banks. Int. J. Data Anal. Tech. Strateg. Kunta Ramu, Vadlamani Ravi
2009	—	`conf`	Rule extraction from differential evolution trained radial basis function network using genetic algorithms. CASE Nekuri Naveen, Vadlamani Ravi, C. Raghavendra Rao
2009	—	`conf`	Software Cost Estimation using Computational Intelligence Techniques. NaBIC Jankisharan Pahariya, Vadlamani Ravi, Mahil Carr
2009	—	`conf`	Software Reliability Prediction Using Group Method of Data Handling. RSFDGrC Ramakanta Mohanty, Vadlamani Ravi, Manas Ranjan Patra
2009	J	`jnl`	Software Reliability Prediction Using Intelligent Techniques: Application to Operational Risk Prediction in Firms. Int. J. Comput. Intell. Appl. Vadlamani Ravi, Nikunj Chauhan, N. Raj Kiran
2008	J	`jnl`	Indian banks' productivity ranking via Data Envelopment Analysis and Fuzzy Multi-Attribute Decision-Making hybrid. Int. J. Inf. Decis. Sci. Chelimala Pramodh, Vadlamani Ravi, T. Nagabhushanam
2008	J	`jnl`	Predicting credit card customer churn in banks using data mining. Int. J. Data Anal. Tech. Strateg. Dudyala Anil Kumar, Vadlamani Ravi
2008	J	`jnl`	Soft computing system for bank performance prediction. Appl. Soft Comput. Vadlamani Ravi, H. Kurniawan, Peter Nwee Kok Thai, P. Ravi Kumar
2008	J	`jnl`	Software development cost estimation using wavelet neural networks. J. Syst. Softw. K. Vinay Kumar, Vadlamani Ravi, Mahil Carr, N. Raj Kiran
2008	J	`jnl`	Software reliability prediction by soft computing techniques. J. Syst. Softw. N. Raj Kiran, Vadlamani Ravi
2008	J	`jnl`	Threshold accepting trained principal component neural network and feature subset selection: Application to bankruptcy prediction in banks. Appl. Soft Comput. Vadlamani Ravi, Chelimala Pramodh
2007	J	`jnl`	Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review. Eur. J. Oper. Res. P. Ravi Kumar, Vadlamani Ravi
2007	—	`ch.`	Modified Great Deluge Algorithm versus Other Metaheuristics in Reliability Optimization. Intelligence in Reliability Engineering Vadlamani Ravi
2006	—	`conf`	Bankruptcy Prediction in Banks by Fuzzy Rule Based Classifier. ICDIM P. Ravi Kumar, Vadlamani Ravi
2006	J	`jnl`	Threshold Accepting Based Fuzzy Clustering Algorithms. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Vadlamani Ravi, Bin Ma, P. Ravi Kumar
2005	J	`jnl`	Analyzing alternatives in reverse logistics for end-of-life computers: ANP and balanced scorecard approach. Comput. Ind. Eng. Vadlamani Ravi, Ravi Shankar, M. K. Tiwari
2004	J	`jnl`	Optimization of Complex System Reliability by a Modified Great Deluge Algorithm. Asia Pac. J. Oper. Res. Vadlamani Ravi
2001	J	`jnl`	A neural network and fuzzy rule base hybrid for pattern classification. Soft Comput. Vadlamani Ravi, Hans-Jürgen Zimmermann
2001	J	`jnl`	Fuzzy rule base generation for classification and its minimization via modified threshold accepting. Fuzzy Sets Syst. Vadlamani Ravi, P. J. Reddy, Hans-Jürgen Zimmermann
2000	J	`jnl`	Fuzzy global optimization of complex system reliability. IEEE Trans. Fuzzy Syst. Vadlamani Ravi, P. J. Reddy, Hans-Jürgen Zimmermann
2000	J	`jnl`	Fuzzy rule based classification with FeatureSelector and modified threshold accepting. Eur. J. Oper. Res. Vadlamani Ravi, Hans-Jürgen Zimmermann
2000	J	`jnl`	Pattern classification with principal component analysis and fuzzy rule bases. Eur. J. Oper. Res. Vadlamani Ravi, P. J. Reddy, Hans-Jürgen Zimmermann
1999	J	`jnl`	Ranking of Indian coals via fuzzy multi attribute decision making. Fuzzy Sets Syst. Vadlamani Ravi, P. J. Reddy
1998	J	`jnl`	Fuzzy linear fractional goal programming applied to refinery operations planning. Fuzzy Sets Syst. Vadlamani Ravi, P. J. Reddy