Explanipedia

Beyond Pixels: A Training-Free, Text-to-Text Framework for Remote Sensing Image Retrieval Open

Jianli Xiao, Yong‐Xin Guo, Xinyun Zi, K. Thiyagarajan, Catarina Moreira , et al. · 2025

Semantic retrieval of remote sensing (RS) images is a critical task fundamentally challenged by the \textquote{semantic gap}, the discrepancy between a model's low-level visual features and high-level human concepts. While large Vision-Lan…

Validation of Contextual Model Principles through Rotated Images Interpretation Open

Illia Khurtin, Mukesh Prasad · 2025

Understanding User Preferences for Interaction Styles in Conversational Recommender System: The Predictive Role of System Qualities, User Experience, and Traits Open

Shlomo Berkovsky, Mukesh Prasad, A. Baki Kocaballı · 2025

Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches Open

Raj Mahmud, Yufeng Wu, Abdullah Bin Sawad, Shlomo Berkovsky, Mukesh Prasad , et al. · 2025

Unplug, Mute, Avoid: Investigating smart speaker users' privacy protection behaviours in Saudi Homes Open

Abdulrhman Alorini, Yufeng Wu, Abdullah Bin Sawad, Mukesh Prasad, A. Baki Kocaballı · 2025

Sketch to photo recognition using IF and Fuzzy minimal structure oscillation in the sift domain Open

Bibek Majumder, C. Santhosh Kumar, Koduru Hajarathaiah, Joy Lal Sarkar, Mukesh Prasad · 2025

The use of face recognition based on numerous sketches is crucial for both law enforcement and digital entertainment. Due to lack of information given by the victim, it is difficult to identify faces from several sketches. In this study, w…

RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering Open

Xing Zi, Jianli Xiao, Yunxiao Shi, Xian Tao, Jun Li , et al. · 2025

Electricity Price Prediction in the Australian National Electricity Market: A Comparative Study of Machine Learning Models Under Market Volatility Open

Zeyang Zhou, Jun Li, Jason West, Mukesh Prasad · 2025

The growing integration of variable renewable energy sources has intensified price volatility in the Australian National Electricity Market (NEM), creating operational challenges for market operators, traders, and battery energy storage sy…

YI7 A machine learning approach to differentiating stroke from vestibular neuritis using history, examination and vestibular tests Open

Chao Wang, Kunal Chaturvedi, Benjamin Nham, Nicole Reid, Andrew P. Bradshaw , et al. · 2025

3475 Differentiating stroke from vestibular neuritis using only the video head impulse test: machine learning models versus expert clinicians Open

Chao Wang, Jeevan Sreerama, Benjamin Nham, Nicole Reid, Nese Ozalp , et al. · 2025

DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup Open

Zhen Qu, Xian Tao, Xinyi Gong, S. Q. Qu, Xiaopei Zhang , et al. · 2025

Recent vision-language models (e.g., CLIP) have demonstrated remarkable class-generalizable ability to unseen classes in few-shot anomaly segmentation (FSAS), leveraging supervised prompt learning or fine-tuning on seen classes. However, t…

RSVLM-QA: A Benchmark Dataset for Remote Sensing Vision Language Model-based Question Answering Open

Xing Zi, Jianli Xiao, Yunxiao Shi, Jun Li, Mukesh Prasad · 2025

Visual Question Answering (VQA) in remote sensing (RS) is pivotal for interpreting Earth observation data. However, existing RS VQA datasets are constrained by limitations in annotation richness, question diversity, and the assessment of s…

Understanding Privacy Protection Behaviour of Voice-enabled IoT devices Users: A Systematic Review Open

Abdulrhma Alorini, Suleiman Abahussein, Abdullah Bin Sawad, Indra Mckie, Mohammed Althubyani , et al. · 2025

Smart speakers, though prevalent in homes due to their intuitive interfaces, bring notable privacy challenges. To understand how users navigate these issues, we conducted a systematic review across five databases. Of the studies reviewed, …

Marketing-Oriented HR Practices and Their Impact on Organizational Overall Performance Open

Mr. Vikash Kumar Jain Dr. Sarfaraz Karim, Mukesh Prasad · 2025

The present article discusses how the practice of marketing-oriented human resource (HR) affects the overall organizational performance. Combining of the HR and marketing strategies has also emerged to be part and parcel of the success of …

Trust Evaluation Framework for Social Review Platforms Open

Mukesh Prasad · 2025

—Social Networks represent a cornerstone of our daily life, where the so-called social reviewing systems (SRSs) play a key role in our daily lives and are used to access data typically in the form of reviews. Due to their importance, socia…

IP-VQA Dataset: Empowering Precision Agriculture with Autonomous Insect Pest Management through Visual Question Answering Open

Kairui Jin, Xing Zi, Karthick Thiyagarajan, Ali Braytee, Mukesh Prasad · 2025

DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning Open

Yining Zhao, Ali Braytee, Mukesh Prasad · 2025

Medical image captioning via vision-language models has shown promising potential for clinical diagnosis assistance. However, generating contextually relevant descriptions with accurate modality recognition remains challenging. We present …

AeroLite: Tag-Guided Lightweight Generation of Aerial Image Captions Open

Xing Zi, Tengjun Ni, Xianjing Fan, Xian Tao, Jun Li , et al. · 2025

Accurate and automated captioning of aerial imagery is crucial for applications like environmental monitoring, urban planning, and disaster management. However, this task remains challenging due to complex spatial semantics and domain vari…

Vision Transformers with Autoencoders and Explainable AI for Cancer Patient Risk Stratification Using Whole Slide Imaging Open

Ahmad Hussein, Mukesh Prasad, Ali Anaissi, Ali Braytee · 2025

Cancer remains one of the leading causes of mortality worldwide, necessitating accurate diagnosis and prognosis. Whole Slide Imaging (WSI) has become an integral part of clinical workflows with advancements in digital pathology. While vari…

Seamless Travel Planner: Turning Miles into Memories with Smart Navigation Open

Mukesh Prasad, M. Lakshmi, P. Hemanth, B. Amitha, Mey Anjani · 2025

The Seamless Travel Planner is an innovative, all-in-one platform designed to transform the way users plan, manage, and experience their trips. This comprehensive system allows travellers to effortlessly select pickup locations, destinatio…

Enhancing Sentiment Analysis through Multimodal Fusion: A BERT-DINOv2 Approach Open

T. Zhao, Meimingwei Li, Ke Chen, Liye Wang, Xucheng Zhou , et al. · 2025

Multimodal sentiment analysis enhances conventional sentiment analysis, which traditionally relies solely on text, by incorporating information from different modalities such as images, text, and audio. This paper proposes a novel multimod…

Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing Open

Xing Zi, Kairui Jin, Xian Tao, Jun Li, Ali Braytee , et al. · 2025

Pixel-level segmentation is essential in remote sensing, where foundational vision models like CLIP and Segment Anything Model(SAM) have demonstrated significant capabilities in zero-shot segmentation tasks. Despite their advances, challen…

Separation of stroke from vestibular neuritis using the video head impulse test: machine learning models versus expert clinicians Open

Chao Wang, Jeevan Sreerama, Benjamin Nham, Nicole Reid, Nese Ozalp , et al. · 2025

Background Acute vestibular syndrome usually represents either vestibular neuritis (VN), an innocuous viral illness, or posterior circulation stroke (PCS), a potentially life-threatening event. The video head impulse test (VHIT) is a quant…

Blockchain Models Applications: A Comparative Study on Security Open

Hamed Taherdoost, Nachaat Mohamed, Yousef Farhaoui, Mukesh Prasad, Thi Tuan Linh Pham , et al. · 2025

International audience

Deep Learning Approaches for Battery Capacity and State of Charge Estimation with the NASA B0005 Dataset Open

Zeyang Zhou, Zachary Ryan, Utkarsh Sharma, Tran Tien Anh, Shashi Mehrotra , et al. · 2025

A Domain-Tailored Machine Learning Framework for Predicting Software Requirements Change Impact Open

Mohsen Naderpour, Kareshna Zamani, Fahimeh Ramezani, Mukesh Prasad · 2025

Blockchain Models Applications: A Comparative Study on Security Open

Hamed Taherdoost, Nachaat Mohamed, Yousef Farhaoui, Mukesh Prasad, Thi Tuan Linh Pham , et al. · 2025

STARS—Deep Diversified Analysis of Occlusion-Resiliency for Robot Vision in Medical Contexts Open

Saïma Sultana, Mahboob Alam, Jawahir Che Mustapha, Mukesh Prasad, Sadia Nazim , et al. · 2025

Occlusion is a critical challenge in Robot vision. Unfavorable circumstances including occlusions must be considered when integrating action recognition techniques into an autonomous robotic system. It becomes more critical when the recogn…

AI-Powered Unit Test Generation via Multi-LLM Chaining: A Case Study With GPT-4o, Gemini, and Claude-3.5 Open

Chandan Kumar, Parameswaran Sri, Pula V Lakshmi Narasimha Naidu, P Bhuvaneswari, Mukesh Prasad , et al. · 2025

Explainable AI Methods for Multi-Omics Analysis: A Survey Open

Ahmad Naim Hussein, Mukesh Prasad, Ali Braytee · 2024

Advancements in high-throughput technologies have led to a shift from traditional hypothesis-driven methodologies to data-driven approaches. Multi-omics refers to the integrative analysis of data derived from multiple 'omes', such as genom…

Mukesh Prasad YOU? Author Swipe