Search Results - "Barua, Arnab"

Cell Decision Making through the Lens of Bayesian Learning by Barua, Arnab, Hatzikirou, Haralampos

“…Cell decision making refers to the process by which cells gather information from their local microenvironment and regulate their internal states to create…”
Get full text

A Systematic Literature Review on Multimodal Machine Learning: Applications, Challenges, Gaps and Future Directions by Barua, Arnab, Ahmed, Mobyen Uddin, Begum, Shahina

“…Multimodal machine learning (MML) is a tempting multidisciplinary research area where heterogeneous data from multiple modalities and machine learning (ML) are…”
Get full text

The effectiveness of simple heuristic features in sensor orientation and placement problems in human activity recognition using a single smartphone accelerometer by Barua, Arnab, Jiang, Xianta, Fuller, Daniel

“…Human activity Recognition (HAR) using smartphone sensors suffers from two major problems: sensor orientation and placement. Sensor orientation and sensor…”
Get full text

A least microenvironmental uncertainty principle (LEUP) as a generative model of collective cell migration mechanisms by Barua, Arnab, Nava-Sedeño, Josue M., Meyer-Hermann, Michael, Hatzikirou, Haralampos

“…Collective migration is commonly observed in groups of migrating cells, in the form of swarms or aggregates. Mechanistic models have proven very useful in…”
Get full text

Close to Optimal Cell Sensing Ensures the Robustness of Tissue Differentiation Process: The Avian Photoreceptor Mosaic Case by Barua, Arnab, Beygi, Alireza, Hatzikirou, Haralampos

“…The way that progenitor cell fate decisions and the associated environmental sensing are regulated to ensure the robustness of the spatial and temporal order…”
Get full text

Exploring Orientation Invariant Heuristic Features with Variant Window Length of 1D-CNN-LSTM in Human Activity Recognition by Barua, Arnab, Fuller, Daniel, Musa, Sumayyah, Jiang, Xianta

“…Many studies have explored divergent deep neural networks in human activity recognition (HAR) using a single accelerometer sensor. Multiple types of deep…”
Get full text

Deep Learning Techniques in Estimating Ankle Joint Power Using Wearable IMUs by Barua, Arnab, Zakia, Umme, Menon, Carlo, Jiang, Xianta

“…Estimating ankle joint power can be used to identify gait abnormalities, which is usually achieved by employing a complicated biomechanical model using heavy…”
Get full text

Building Effective Machine Learning Models for Ankle Joint Power Estimation During Walking Using FMG Sensors by Heeb, Oliver, Barua, Arnab, Menon, Carlo, Jiang, Xianta

“…Ankle joint power is usually determined by a complex process that involves heavy equipment and complex biomechanical models. Instead of using heavy equipment,…”
Get full text

Entropy-driven cell decision-making predicts 'fluid-to-solid' transition in multicellular systems by Barua, Arnab, Syga, Simon, Mascheroni, Pietro, Kavallaris, Nikos, Meyer-Hermann, Michael, Deutsch, Andreas, Hatzikirou, Haralampos

“…Cellular decision making allows cells to assume functionally different phenotypes in response to microenvironmental cues, with or without genetic change. It is…”
Get full text

Unsupervised, Semi-supervised Interactive Force Estimations during pHRI via Generated Synthetic Force Myography Signals by Zakia, U., Barua, Arnab, Jiang, Xianta, Menon, C.

“…Recognizing applied hand forces using force myography (FMG) biosignals requires adequate training data to facilitate physical human-robot interactions (pHRI)…”
Get full text

A senescence restriction point acting on chromatin integrates oncogenic signals by Lopes-Paciencia, Stéphane, Bourdeau, Véronique, Rowell, Marie-Camille, Amirimehr, Davoud, Guillon, Jordan, Kalegari, Paloma, Barua, Arnab, Quoc-Huy Trinh, Vincent, Azzi, Feryel, Turcotte, Simon, Serohijos, Adrian, Ferbeyre, Gerardo

“…We identify a senescence restriction point (SeRP) as a critical event for cells to commit to senescence. The SeRP integrates the intensity and duration of…”
Get full text

Cognitive Intelligence for Monitoring Fractured Post-Surgery Ankle Activity Using Channel Information by Barua, Arnab, Zhang, Zhi-Ya, Al-Turjman, Fadi, Yang, Xiaodong

“…In the past decades, cognitive computing and communication densely used in lots of networking areas. Current improvement in deep learning (DL) and big data…”
Get full text

Edge Computing-Based Localization Technique to Detecting Behavior of Dementia by Barua, Arnab, Dong, Chunxi, Al-Turjman, Fadi, Yang, Xiaoong

“…Wireless localization systems have significant impact in the field of human-driven edge computing (HEC). It became very attractive among the researchers and…”
Get full text

Microenvironmental entropy dynamics analysis reveals novel insights into Notch-Delta-Jagged decision-making mechanism by Pujar, Aditi Ajith, Barua, Arnab, Dey, Partha Sarathi, Singh, Divyoj, Roy, Ushasi, Jolly, Mohit Kumar, Hatzikirou, Haralampos

“…Notch-Delta-Jagged (NDJ) signaling among neighboring cells contributes crucially to spatiotemporal pattern formation and developmental decision-making. Despite…”
Get full text

Neurophysiological mental fatigue assessment for developing user-centered Artificial Intelligence as a solution for autonomous driving by Giorgi, Andrea, Ronca, Vincenzo, Vozzi, Alessia, Aricò, Pietro, Borghini, Gianluca, Capotorto, Rossella, Tamborra, Luca, Simonetti, Ilaria, Sportiello, Simone, Petrelli, Marco, Polidori, Carlo, Varga, Rodrigo, van Gasteren, Marteyn, Barua, Arnab, Ahmed, Mobyen Uddin, Babiloni, Fabio, Di Flumeri, Gianluca

“…The human factor plays a key role in the automotive field since most accidents are due to drivers' unsafe and risky behaviors. The industry is now pursuing two…”
Get full text

Postprandial Metabolic Effects of Fiber Mixes Revealed by in vivo Stable Isotope Labeling in Humans by Schlicker, Lisa, Boers, Hanny M, Dudek, Christian-Alexander, Zhao, Gang, Barua, Arnab, Trezzi, Jean-Pierre, Meyer-Hermann, Michael, Jacobs, Doris M, Hiller, Karsten

“…Food supplementation with a fiber mix of guar gum and chickpea flour represents a promising approach to reduce the risk of type 2 diabetes mellitus (T2DM) by…”
Get full text

A deep learning approach for detecting tic disorder using wireless channel information by Barua, Arnab, Dong, Chunxi, Yang, Xiaodong

“…Wireless signal technology performs a key role in the research area of medical science to detect diseases that are associated with the human gesture. Recently,…”
Get full text

GPS Location Spoofing Attack Detection for Enhancing the Security of Autonomous Vehicles by Kamal, Mohsin, Barua, Arnab, Vitale, Christian, Laoudias, Christos, Ellinas, Georgios

“…Attacks on the GPS receiver of Connected and Autonomous Vehicles (CAV) and specifically GPS location spoofing is of great concern for the automotive industry…”
Get full text

Human Activity Recognition Using Multiple Smartphone Sensors by Muhammad Masum, Abdul Kadar, Barua, Arnab, Bahadur, Erfanul Hoque, Alam, Mohammad Robiul, Akib Uz Zaman Chowdhury, Md, Alam, Mohammed Shamsul

“…Due to the availability of various sensors in the smartphones, used by millions of people for communication, a new research arena is identified for data mining…”
Get full text

Machine learning based microfluidic sensing device for viscosity measurements by Mustafa, Adil, Haider, Daniyal, Barua, Arnab, Tanyeri, Melikhan, Erten, Ahmet, Yalcin, Ozlem

“…A microfluidic sensing device utilizing fluid-structure interactions and machine learning algorithms is demonstrated. The deflection of microsensors due to…”
Get full text