Soma S. Dhavala - Publications, H-index & Citations

Soma S. Dhavala

Indian Institute of Technology Jammu

9H指数

37论文数

550被引数

收录论文 8

发表时间

Learning to detect PII: Tabular vs. Document classification models for network traffic analysis 学习检测PII：表格与文档分类模型在网络流量分析中的应用

Journal of Information Security and Applications

IF3.7

2025-08-25

PREAI

Rishika Kohli; Shaifu Gupta; Manoj Singh Gaur; Soma S. Dhavala

LipGene: Lipschitz Continuity Guided Adaptive Learning Rates for Fast Convergence on Microarray Expression Data Sets

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2022-11-01

PREAI

Prashanth, Tejas; Saha, Snehanshu; Basarkod, Sumedh; Aralihalli, Suraj; Dhavala, Soma S.; Saha, Sriparna; Aduri, Raviprasad

AdaSwarm: Augmenting Gradient-Based Optimizers in Deep Learning With Swarm Intelligence

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2022-04-01

OAAI

Mohapatra, Rohan; Saha, Snehanshu; Coello, Carlos A. Coello; Bhattacharya, Anwesh; Dhavala, Soma S.; Saha, Sriparna

A methodology to design heuristics for model selection based on the characteristics of data: Application to investigate when the Negative Binomial Lindley (NB-L) is preferred over the Negative Binomial (NB)一种基于数据特征的模型选择启发式设计方法: 用于研究负二项式Lindley (nb-l) 何时优于负二项式 (NB) 的应用

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2017-10-01

PREAI

Shirazi, Mohammadali; Dhavala, Soma Sekhar; Lord, Dominique; Geedipally, Srinivas Reddy

A semiparametric negative binomial generalized linear model for modeling over-dispersed count data with a heavy tail: Characteristics and applications to crash data 用于建模具有重尾的过度分散计数数据的半参数负二项广义线性模型: 崩溃数据的特征和应用

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2016-06-01

PREAI

Shirazi, Mohammadali; Lord, Dominique; Dhavala, Soma Sekhar; Geedipally, Srinivas Reddy

The negative binomial-Lindley generalized linear model: Characteristics and application using crash data 负二项式-Lindley广义线性模型: 使用碰撞数据的特征和应用

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2012-03-01

128

PREAI

Geedipally, Srinivas Reddy; Lord, Dominique; Dhavala, Soma Sekhar

Bayesian Modeling of MPSS Data: Gene Expression Analysis of Bovine Salmonella Infection

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

IF3

2012-01-01

OAAI

Dhavala, Soma S.; Datta, Sujay; Mallick, Bani K.; Carroll, Raymond J.; Khare, Sangeeta; Lawhon, Sara D.; Adams, L. Garry

Characterizing the Performance of the Conway-Maxwell Poisson Generalized Linear Model

RISK ANALYSIS

IF3.3

2011-07-30

OAAI

Francis, Royce A.; Geedipally, Srinivas Reddy; Guikema, Seth D.; Dhavala, Soma Sekhar; Lord, Dominique; LaRocca, Sarah

研究方向