Vadlamani Ravi

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 90

Top Venues

Publications

Vivek Yelleti, Vadlamani Ravi, P. Radha Krishna
Online Feature Subset Selection in Streaming Features by Parallel Evolutionary Algorithms. GECCO Companion (2024)
Vivek Yelleti, Vadlamani Ravi, P. Radha Krishna
Novelty Detection and Feedback based Online Feature Subset Selection for Data Streams via Parallel Hybrid Particle Swarm Optimization Algorithm. GECCO Companion (2024)
Eduru Harindra Venkatesh, Yelleti Vivek, Vadlamani Ravi, Shiva Shankar Orsu
Parallel and streaming wavelet neural networks for classification and regression under apache spark. Clust. Comput. 27 (3) (2024)
Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
Quantum-Inspired Evolutionary Algorithms for Feature Subset Selection: A Comprehensive Survey. CoRR (2024)
Satyam Kumar, Yelleti Vivek, Vadlamani Ravi, Indranil Bose
Causal Inference for Banking Finance and Insurance A Survey. CoRR (2023)
Pavan Venkata Sainadh Reddy, Yelleti Vivek, Gopi Pranay, Vadlamani Ravi
Chaotic Variational Auto encoder-based Adversarial Machine Learning. CoRR (2023)
Prateek Kate, Vadlamani Ravi, Akhilesh Gangwar
FinGAN: Chaotic generative adversarial network for analytical customer relationship management in banking and insurance. Neural Comput. Appl. 35 (8) (2023)
Sarveswararao Vangala, Vadlamani Ravi, Yelleti Vivek
ATM cash demand forecasting in an Indian bank with chaos and hybrid deep learning networks. Expert Syst. Appl. 211 (2023)
Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane, Laveti Ramesh Naidu
ATM Fraud Detection using Streaming Data Analytics. CoRR (2023)
Yelleti Vivek, Vadlamani Ravi, P. Radha Krishna
Scalable feature subset selection for big data using parallel hybrid evolutionary algorithm based wrapper under apache spark environment. Clust. Comput. 26 (3) (2023)
Polaki Durga Prasad, Yelleti Vivek, Vadlamani Ravi
FedPNN: One-shot Federated Classification via Evolving Clustering Method and Probabilistic Neural Network hybrid. CoRR (2023)
Eduru Harindra Venkatesh, Yelleti Vivek, Vadlamani Ravi, Shiva Shankar Orsu
Parallel and Streaming Wavelet Neural Networks for Classification and Regression under Apache Spark. CoRR (2022)
Sarveswararao Vangala, Vadlamani Ravi, Shaik Tanveer Ul Huq
Optimal prediction intervals for macroeconomic time series using chaos and evolutionary multi-objective optimization algorithms. Swarm Evol. Comput. 71 (2022)
Satyam Kumar, Vadlamani Ravi
Application of Causal Inference to Analytical Customer Relationship Management in Banking and Insurance. CoRR (2022)
Satyam Kumar, Mendhikar Vishal, Vadlamani Ravi
Explainable Reinforcement Learning on Financial Stock Trading using SHAP. CoRR (2022)
K. S. N. V. K. Gangadhar, B. Akhil Kumar, Yelleti Vivek, Vadlamani Ravi
Chaotic Variational Auto Encoder based One Class Classifier for Insurance Fraud Detection. CoRR (2022)
Yelleti Vivek, Vadlamani Ravi, Abhay Anand Mane, Laveti Ramesh Naidu
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection. CoRR (2022)
Akhilesh Kumar Gangwar, Vadlamani Ravi
A Novel BGCapsule Network for Text Classification. SN Comput. Sci. 3 (1) (2022)
Yelleti Vivek, Vadlamani Ravi, P. Radhakrishna
Parallel bi-objective evolutionary algorithms for scalable feature subset selection via migration strategy under Spark. CoRR (2022)
Syed Imtiaz Ahamed, Vadlamani Ravi
Privacy-Preserving Wavelet Neural Network with Fully Homomorphic Encryption. CoRR (2022)
Yelleti Vivek, Vadlamani Ravi, Pisipati Radhakrishna
Feature subset selection for Big Data via Chaotic Binary Differential Evolution under Apache Spark. CoRR (2022)
Satyam Kumar, Vadlamani Ravi
Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm. CoRR (2022)
Syed Imtiaz Ahamed, Vadlamani Ravi
Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption. CoRR (2022)
Prateek Kate, Vadlamani Ravi, Akhilesh Gangwar
FinGAN: Generative Adversarial Network for Analytical Customer Relationship Management in Banking and Insurance. CoRR (2022)
Mohammad Arafat Ali Khan, Chandra Bhushan, Vadlamani Ravi, Vangala Sarveswara Rao, Shiva Shankar Orsu
Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark. CoRR (2022)
Yelleti Vivek, Vadlamani Ravi, Pisipati Radhakrishna
Scalable Feature Subset Selection for Big Data using Parallel Hybrid Evolutionary Algorithm based Wrapper in Apache Spark. CoRR (2021)
Sk. Kamaruddin, Vadlamani Ravi
EGRNN++ and PNN++ : Parallel and Distributed Neural Networks for Big Data Regression and Classification. SN Comput. Sci. 2 (2) (2021)
Tanveerulhuq Shaik, Vadlamani Ravi, Kalyanmoy Deb
Evolutionary Multi-Objective Optimization Algorithm for Community Detection in Complex Social Networks. SN Comput. Sci. 2 (1) (2021)
Sarveswararao Vangala, Vadlamani Ravi, Shaik Tanveer Ul Huq
Optimal Prediction Intervals for Macroeconomic Time Series Using Chaos and NSGA II. CoRR (2021)
Gutha Jaya Krishna, Vadlamani Ravi
High utility itemset mining using binary differential evolution: An application to customer segmentation. Expert Syst. Appl. 181 (2021)
P. Shanmukh Kali Prasad, Vadlamani Madhav, Ramanuj Lal, Vadlamani Ravi
Optimal Technical Indicator-based Trading Strategies Using NSGA-II. CoRR (2021)
Vishal Vyas, Kumar Ravi, Vadlamani Ravi, V. Uma, Srirangaraj Setlur, Venu Govindaraju
Article citation study: Context enhanced citation sentiment detection. CoRR (2020)
Shaik Tanveer Ul Huq, Vadlamani Ravi
Evolutionary Multi-Objective Optimization Framework for Mining Association Rules. CoRR (2020)
Akhilesh Kumar Gangwar, Vadlamani Ravi
Diabetic Retinopathy Detection Using Transfer Learning and Deep Learning. FICTA (1) (2020)
Bheemidi Vikram Reddy, Gutha Jaya Krishna, Vadlamani Ravi, Dipankar Dasgupta
Machine Learning and Feature Selection Based Ransomware Detection Using Hexacodes. FICTA (1) (2020)
Sachithra Lokuge, Darshana Sedera, Thilini Ariyachandra, Saj Kumar, Vadlamani Ravi
The Next Wave of CRM Innovation: Implications for Research, Teaching, and Practice. Commun. Assoc. Inf. Syst. 46 (2020)
Gutha Jaya Krishna, Vadlamani Ravi
Mining top high utility association rules using Binary Differential Evolution. Eng. Appl. Artif. Intell. 96 (2020)
Sarveswararao Vangala, Vadlamani Ravi
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning. CoRR (2020)
Saptarshi Sengupta, Sanchita Basak, Pallabi Saikia, Sayak Paul, Vasilios Tsalavoutis, Frederick Ditliac Atiah, Vadlamani Ravi, Alan Peters
A review of deep learning with special emphasis on architectures, applications and recent trends. Knowl. Based Syst. 194 (2020)
Akhilesh Kumar Gangwar, Vadlamani Ravi
A Novel BGCapsule Network for Text Classification. CoRR (2020)
Gopireddy Vishnuvardhan, Vadlamani Ravi, Amiya Ranjan Mallik
Field Extraction and Logo Recognition on Indian Bank Cheques Using Convolution Neural Networks. FICTA (2) (2020)
Shaik Tanveer Ul Huq, Vadlamani Ravi, Kalyanmoy Deb
Evolutionary Multi Objective Optimization Algorithm for Community Detection in Complex Social Networks. CoRR (2020)
Sarveswararao Vangala, Vadlamani Ravi
Chaos, Machine Learning and Deep Learning based Hybrid to forecast Consumer Price Index Inflation in India. SSCI (2020)
Basit Ali, Vadlamani Ravi
Developing Dialog Manager in Chatbots via Hybrid Deep Learning Architectures. FICTA (2) (2020)
Saptarshi Sengupta, Sanchita Basak, Pallabi Saikia, Sayak Paul, Vasilios Tsalavoutis, Frederick Ditliac Atiah, Vadlamani Ravi, Richard Alan Peters
A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends. CoRR (2019)
Gutha Jaya Krishna, Vadlamani Ravi, Bheemidi Vikram Reddy, Mohammad Zaheeruddin, Harshal Jaiswal, P. Sai Ravi Teja, Rohit Gavval
Sentiment Classification of Indian Banks' Customer Complaints. TENCON (2019)
Gutha Jaya Krishna, Vadlamani Ravi
Keystroke based User Authentication using Modified Differential Evolution. TENCON (2019)
Gutha Jaya Krishna, Vadlamani Ravi
Anomaly Detection Using Modified Differential Evolution: An Application to Banking and Insurance. SoCPaR (2019)
Gutha Jaya Krishna, Harshal Jaiswal, P. Sai Ravi Teja, Vadlamani Ravi
Keystroke based User Identification with XGBoost. TENCON (2019)
B. Shravan Kumar, Vadlamani Ravi, Rishabh Miglani
Predicting Indian stock market using the psycho-linguistic features of financial news. CoRR (2019)
Sk. Kamaruddin, Vadlamani Ravi
A Parallel and Distributed Radial Basis Function Network for Big Data Analytics. TENCON (2019)
Gutha Jaya Krishna, Vadlamani Ravi
Feature Subset Selection using Adaptive Differential Evolution: An Application to Banking. COMAD/CODS (2019)
Gutha Jaya Krishna, Vadlamani Ravi
Large Scale Global Optimization by Hybrid Evolutionary Computation. CoRR (2019)
Ojha Manish Kumar, Kumar Ravi, Vadlamani Ravi
MapReduce-based fuzzy very fast decision tree for constructing prediction intervals. Int. J. Big Data Intell. 6 (3/4) (2019)
Akhilesh Gangwar, Vadlamani Ravi
WiP: Generative Adversarial Network for Oversampling Data in Credit Card Fraud Detection. ICISS (2019)
Rohit Gavval, Vadlamani Ravi, Kalavala Revanth Harshal, Akhilesh Gangwar, Kumar Ravi
CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. CoRR (2019)
B. Shravan Kumar, Vadlamani Ravi
A Hybrid Approach Using Topic Modeling and Class-Association Rule Mining for Text Classification: the Case of Malware Detection. ICCI*CC (2018)
Manish Yadav, Vadlamani Ravi
Quantile Regression Random Forest Hybrids Based Data Imputation. ICCI*CC (2018)
Gutha Jaya Krishna, Vadlamani Ravi
Hybrid Evolutionary Algorithm for Optimizing Reliability of Complex Systems. ISDA (2) (2018)
Kumar Ravi, Yogesh Khandelwal, Boora Shiva Krishna, Vadlamani Ravi
Analytics in/for cloud-an interdependence: A review. J. Netw. Comput. Appl. 102 (2018)
Gutha Jaya Krishna, Vadlamani Ravi, S. Nagesh Bhattu
Key generation for plain text in stream cipher via bi-objective evolutionary computing. Appl. Soft Comput. 70 (2018)
Kumar Ravi, Vadlamani Ravi
Irony Detection Using Neural Network Language Model, Psycholinguistic Features and Text Mining. ICCI*CC (2018)
Gutha Jaya Krishna, Meesala Smruthi, Vadlamani Ravi, Bhamidipati Shandilya
Differential Evolution Trained Fuzzy Cognitive Map: An Application to Modeling Efficiency in Banking. ISDA (2) (2018)
Bhaskar Dhariyal, Vadlamani Ravi, Kumar Ravi
Sentiment analysis via Doc2Vec and Convolutional Neural Network hybrids. SSCI (2018)
Dadabada Pradeepkumar, Vadlamani Ravi
Soft computing hybrids for FOREX rate prediction: A comprehensive review. Comput. Oper. Res. 99 (2018)
Kumar Ravi, Srirangaraj Setlur, Vadlamani Ravi, Venu Govindaraju
Article Citation Sentiment Analysis Using Deep Learning. ICCI*CC (2018)
Kumar Ravi, Vadlamani Ravi, B. Shivakrishna
Sentiment Classification Using Paragraph Vector and Cognitive Big Data Semantics on Apache Spark. ICCI*CC (2018)
Vadlamani Ravi, Vadali Tejasviram, Anurag Sharma, Rashmi Ranjan Khansama
Prediction Intervals via Support Vector-quantile Regression Random Forest Hybrid. COMPUTE (2017)
Vadlamani Ravi, Sk. Kamaruddin
Big Data Analytics Enabled Smart Financial Services: Opportunities and Challenges. BDA (2017)
Nagesh Bhattu Sristy, N. Satya Krishna, Boora Shiva Krishna, Vadlamani Ravi
Language Identification in Mixed Script. FIRE (2017)
Sk. Kamaruddin, Vadlamani Ravi, Pritman Mayank
Parallel Evolving Clustering Method for Big Data Analytics Using Apache Spark: Applications to Banking and Physics. BDA (2017)
B. Shravan Kumar, Vadlamani Ravi
LDA Based Feature Selection for Document Clustering. COMPUTE (2017)
Vadlamani Ravi, Dadabada Pradeepkumar, Kalyanmoy Deb
Financial time series prediction using hybrids of chaos theory, multi-layer perceptron and multi-objective evolutionary algorithms. Swarm Evol. Comput. 36 (2017)
Kumar Ravi, Vadlamani Ravi
A novel automatic satire and irony detection using ensembled feature selection and data mining. Knowl. Based Syst. 120 (2017)
Kumar Ravi, Vadlamani Ravi, P. Sree Rama Krishna Prasad
Fuzzy formal concept analysis based opinion mining for CRM in financial services. Appl. Soft Comput. 60 (2017)
Dadabada Pradeepkumar, Vadlamani Ravi
Forecasting financial time series volatility using Particle Swarm Optimization trained Quantile Regression Neural Network. Appl. Soft Comput. 58 (2017)
Kshitij Tayal, Vadlamani Ravi
Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection. ICIA (2016)
Amit Soni Arya, Vadlamani Ravi, Vadali Tejasviram, Neelava Sengupta, Nikola K. Kasabov
Cyber fraud detection using evolving spiking neural network. ICIIS (2016)
Gutha Jaya Krishna, Vadlamani Ravi
Evolutionary computing applied to customer relationship management: A survey. Eng. Appl. Artif. Intell. 56 (2016)
B. Shravankumar, Vadlamani Ravi
A survey of the applications of text mining in financial domain. Knowl. Based Syst. 114 (2016)
Kumar Ravi, Vadlamani Ravi
Sentiment classification of Hinglish text. RAIT (2016)
Kumar Ravi, Vadlamani Ravi
Online Clustering Based Concept Lattice Reduction. SoCPaR (2016)
Rahul Ghosh, Kumar Ravi, Vadlamani Ravi
A novel deep learning architecture for sentiment classification. RAIT (2016)
Gutha Jaya Krishna, Vadlamani Ravi
Outlier Detection using Evolutionary Computing. ICIA (2016)
Sk. Kamaruddin, Vadlamani Ravi
Credit Card Fraud Detection using Big Data Analytics: Use of PSOAANN based One-Class Classification. ICIA (2016)
Dadabada Pradeepkumar, Vadlamani Ravi
FOREX Rate prediction using Chaos and Quantile Regression Random Forest. RAIT (2016)
Manish Verma, G. R. Gangadharan, Nanjangud C. Narendra, Vadlamani Ravi, Vidyadhar Inamdar, Lakshmi Ramachandran, Rodrigo N. Calheiros, Rajkumar Buyya
Dynamic resource demand prediction and allocation in multi-tenant service clouds. Concurr. Comput. Pract. Exp. 28 (17) (2016)
Dadabada Pradeepkumar, Vadlamani Ravi
FOREX Rate Prediction: A Hybrid Approach Using Chaos Theory and Multivariate Adaptive Regression Splines. FICTA (1) (2016)
Kancherla Jonah Nishanth, Vadlamani Ravi
Probabilistic neural network based categorical data imputation. Neurocomputing 218 (2016)
B. Shravan Kumar, Vadlamani Ravi
Text Document Classification with PCA and One-Class SVM. FICTA (1) (2016)
Kumar Ravi, Vadlamani Ravi
A survey on opinion mining and sentiment analysis: Tasks, approaches and applications. Knowl. Based Syst. 89 (2015)
G. Ganesh Sundarkumar, Vadlamani Ravi, Ifeoma Nwogu, Venu Govindaraju
Malware detection via API calls, topic models and machine learning. CASE (2015)
G. Ganesh Sundarkumar, Vadlamani Ravi
A novel hybrid undersampling method for mining unbalanced datasets in banking and insurance. Eng. Appl. Artif. Intell. 37 (2015)
Gutha Jaya Krishna, Vadlamani Ravi
Modified Harmony Search Applied to Reliability Optimization of Complex Systems. ICHSA (2015)
Chandan Gautam, Vadlamani Ravi
Data imputation via evolutionary computation, clustering and a neural network. Neurocomputing 156 (2015)
Vadali Tejasviram, Harshvardhan Solanki, Vadlamani Ravi, Sk. Kamaruddin
Auto associative Extreme Learning Machine based non-linear principal component regression for big data applications. ICDIM (2015)
Narravula Ankaiah, Vadlamani Ravi
Multi objective constrained optimisation of data envelopment analysis by differential evolution. Int. J. Inf. Decis. Sci. 7 (4) (2015)
Chandan Gautam, Vadlamani Ravi
Counter propagation auto-associative neural network based data imputation. Inf. Sci. 325 (2015)
Vadlamani Srikrishna, Rahul Ghosh, Vadlamani Ravi, Kalyanmoy Deb
Elitist Quantum-Inspired Differential Evolution Based Wrapper for Feature Subset Selection. MIWAI (2015)
S. Nagesh Bhattu, Vadlamani Ravi
Language Identification in Mixed Script Social Media Text. FIRE Workshops (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vadlamani Ravi