Managerial perspectives : Utilizing MLP-CNN for predicting and classifying DDoS attacks

S. V. Devika, Bhuvan Unhelkar, S. Siva Shankar, Prasun Chakrabarti, S. Arvind

In this paper: In today’s interconnected internet landscape, monitoring for misuse by malicious users is crucial. DDoS attacks are a highly prevalent malicious technique; it is a transaction that attempts to flood a...

Optimized decision science approach for accurate detection of rice plant diseases

Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, S. Sreenath Kashyap, B. Sivaneasan, Martin Margala

In this paper: Rice cultivation is an integral part of India’s changing landscape of agriculture. It offers an ALO-based Random Forest Classifier for accurate disease diagnosis and sorting in rice plants, including...

Validation of Deursen’s Internet of Things skills (IoTs) : Indian gen Z assessment

Sunil Kadyan, Narinder Kumar Bhasin, Shagun Chahal, Srishti Bathla, Tanushri Purohit

In this paper: The Internet of Things and respective skilling is a matter of extensive research. The individuals possessing such skills have paramount advantage over the ones not possessing such skills. Especially i...

Ensuring efficient health care delivery : Addressing uncertainties through mixed-constraints fractional transportation

Vishwas Deep Joshi, Priya Agarwal, Huda Alsaud

In this paper: Healthcare requires efficient delivery of supplies, but things often change unexpectedly. In the field of healthcare logistics, transportation efficiency plays a fateful role in ensuring the timely de...

Prominence of artificial intelligence-upholding customer loyalty via customer relationship management

Lilly Asokan, Rajkumar Ramachandran, J. Vinoth Kumar, J. Lydia

In this paper: In the last few decades, Artificial Intelligence (AI) has radically altered the way around the world people conceive, perform, and consume. To survive, any business must gain the loyalty and confidenc...

Ensemble learning based predictive modelling on a highly imbalanced multiclass data

Manka Vasti, Amita Dev

In this paper: Class imbalance in the real-world datasets is a big challenge and the domains such as fraud detection, calamity occurrences, bankruptcy prediction etc. are prone to class imbalance due to the nature o...

A deep learning-based highlight detection with pairwise segment ranking for effective video summarization

Shikha Sharma, Ajay Khunteta, Dinesh Goyal

In this paper: In the modern era, the sheer volume of video content available poses significant challenges for viewers trying to extract critical information swiftly. Addressing this issue, our research introduces a...

Part of speech-based semantic similarity for RDF Predicate Selection : A benchmarking approach

Aatif Ahmad Khan, Sanjay Kumar Malik, Vanita Jain

In this paper: RDF predicate selection and RDF subject identification are two key steps for effectively processing the natural language queries by the semantic question answering systems. For subject identification,...

A novel actuarial science approach for predicting infectious diseases using computed tomography

J. Seetha, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

In this paper: Amid the COVID-19 pandemic, early and accurate automatic detection is vital. This study presents the AVbADC Algorithm to separate lung areas impacted by COVID-19 in CT scans. Initial results show prom...

Improving imbalanced data classification in healthcare systems : A novel optimization approach with statistical insights

Eshwar Dara, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

In this paper: Imbalanced data classification poses a challenge in medical intelligent diagnosis due to limited samples and high-dimensional features in real-world biomedical datasets. This issue impacts the classif...

Design of optimization-based machine learning model with AI for effective breast cancer detection system

Anusha Ampavathi, B. Sivaneasan, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, Martin Margala

In this paper: Accurate and prompt diagnosis is crucial for early detection and recovery from breast cancer. Many women die from breast cancer because current methods fail to detect it early. To address this challen...

An enhanced Grey Wolf optimizer Cuckoo search optimization with Naïve Bayes classifier for intrusion detection system

Satish Kumar Garapati, A. N. Sigappi

In this paper: Firewalls, cryptographic methods, and antivirus scanners are becoming increasingly ineffective in the face of increasingly complex threats. To make network channels and machines more secure, stronger...

Optimizing the effects of intellectual capitals on business performance and corporate value in MICE industry

I-Ying Chang, Wan-Yu Chang

In this paper: In the era of knowledge economy, there are increasing enterprises getting rid of the business pattern of evaluation with tangible assets of land, factory buildings, and facilities, but turning to emph...

Energy-efficient wireless sensor networks for disaster management using hybrid technique

Divya Singh, Nithya Savarimuthu, D. Nagaraju, Pellakuri Vidyullatha, K. Maithili, M. Sasikumar, Syed Mohd Fazal Ul-Haque, Muniyandy Elangovan

In this paper: The paradigm of WSNs acted as a powerful source of data in real time for disaster management to make better and punctual decisions. In the proposed paper, an effort has been carried out to present a h...

Towards industry 5.0 : Study of artificial intelligence in areas of application - A methodological approach

Madan Mohan Tito Ayyalasomayajula, Gayatri Parasa, Bhuvan Unhelkar, Sivaram Murugan, Vishnupriya Borra, Thota Anitha

In this paper: Industry 5.0 is AI-driven and at the forefront of human-machine collaboration, which has transformed global industries. The paper highlights the applications of AI beyond manufacturing in the healthca...

Deep convolutional neural network based Henry gas solubility optimization for disease prediction in data from wireless sensor network

Hemanta Kumar Bhuyan, Bhuvan Unhelkar, S. Siva Shankar, Prasun Chakrabarti

In this paper: In the fight against COVID-19, this study explores clinical image processing and deep learning for effective solutions. Emphasizing collaboration between scientists and policymakers, it addresses data...

Machine learning-based network intrusion detection : Performance evaluation and comparative analysis

Barkha Kumari, Vinay Singh, Mohit Kumar

In this paper: Intrusion detection systems are used to investigate malicious behavior that takes place within a system or network. Programming or equipment utilized for interruption identification scans a framework...

The role of deep reinforcement learning in developing adaptive cybersecurity defenses for smart grid systems

Hatoon S. AlSagri, Shahab Saquib Sohail, Shiju Sebastian

In this paper: The integration of profound fortification learning procedures inside cybersecurity techniques has risen as a promising approach to invigorate the flexibility of savvy network frameworks against advanc...

A hybrid fine-tuned optimizer for enhancing ECG data security in heart attack detection systems

Ajmeera Kiran, Bhuvan Unhelkar, S. Siva Shankar, Tulika Chakrabarti, Prasun Chakrabarti, B. Sivaneasan, Martin Margala

In this paper: Accurate analysis of ECG data is necessary for effective heart attack detection. The InRes-106 model, a hybrid fine-tuned optimizer that improves ECG data security and detection, is presented in this...

Optimizing the integration of folk imagery design and perceptual elements and images in music with the example of music “dancing Tainan string quartet”

Chun-Ting Hsu, Wen-Hung Chao

In this paper: The music” Dancing Tainan String Quartet” is a part of the large-scale cross-domain exhibition and design, “the Imagery of Nanjing”, created by the author and commissioned by Tainan Art Festival in 20...

Hybrid algorithm for fault node recovery and energy efficiency in wireless sensor networks

Dattatray G. Takale, Parikshit N. Mahalle, Omkaresh Kulkarni, Bipin Sule, Chitrakant Banchhor, Kalyani Ghuge, Rahul Patil

In this paper: The Wireless Sensor Networks (WSNs) are designed for the monitoring of remote areas in various places with a variety of different applications. The main challenges with the WSN are energy efficiency a...

Integrating optimized ensemble learning and explainable AI for accurate heart disease diagnosis

Monali Gulhane, T. Sajana

In this paper: Heart disease remains a leading cause of death globally, making the development of accurate and understandable diagnostic models crucial. This research introduces an integrated approach that combines...

Impact of performance management system on performance of academicians in higher education institutions

Nitika Kaushik, Sona Vikas, Geetanjali Batra

In this paper: The Performance Management System (PMS) serves as a comprehensive and systematic approach aimed at enhancing the effectiveness of individuals, teams, and organizations as a whole. It functions as a me...

Impact of ownership structure on internet based reporting : A study of BSE-500 Indian companies

Akasha Sandhu, Manpreet Kaur

In this paper: The present study endeavours to examine the effect of ownership structure on internet reporting practices of 500 Indian firms listed on the Bombay Stock Exchange (BSE). To capture internet reporting p...

Input oriented super efficiency evaluation of Indian commercial banks

Renu Yadav, Mahesh Chand Garg, Priyanka Banerji, Mansi Yadav, Jonika Lamba

In this paper: The purpose of this research paper is to measure and compare the super efficiency of Indian public and private sector banks having frequently scoring standard efficiency scores. The data of total 20 b...

Examining the impact of sustainable practices on bank’s financial performance

Raveena Gaba, Deergha Sharma

In this paper: The banking industry has redefined its activities by including environmental, social, and governance dimensions of sustainability. Using the System General Method of Moments (SGMM) Panel Data method,...

Journal of Information & Optimization Sciences Index of Volume 45 (2024)

In this paper: