A5018934664- Protein Structure and Dynamics
- Computational Drug Discovery Methods
- Bioinformatics and Genomic Networks
- Complex Network Analysis Techniques
- Machine Learning in Bioinformatics
- Machine Learning in Materials Science
- Handwritten Text Recognition Techniques
- Vehicle License Plate Recognition
- Mass Spectrometry Techniques and Applications
- Hand Gesture Recognition Systems
- Human Pose and Action Recognition
- Receptor Mechanisms and Signaling
- Chromosomal and Genetic Variations
- Various Chemistry Research Topics
- Educational Technology and Assessment
- Advanced Proteomics Techniques and Applications
- QR Code Applications and Technologies
- Data Mining Algorithms and Applications
- Intelligent Tutoring Systems and Adaptive Learning
- IoT and Edge/Fog Computing
- Tensor decomposition and applications
- Monoclonal and Polyclonal Antibodies Research
- Online Learning and Analytics
- Topic Modeling
- RFID technology advancements
George Mason University
2019-2022
BRAC University
2016
Radio Frequency Identification (RFID) technology utilizes the electromagnetic fields for data transfer in order to perform automatic detection and tracking of tags or objects. It can provide ways design implement relatively inexpensive systems particularly security aspects. In this paper, we have proposed a digital access control system that be employed protected area where none but people with authenticated credentials enter. fact, implemented server room an educational Institute test its...
Significant efforts in wet and dry laboratories are devoted to resolving molecular structures. In particular, computational methods can now compute thousands of tertiary structures that populate the structure space a protein molecule interest. These advances allowing us turn our attention analysis methodologies able organize computed order highlight functionally relevant structural states. this paper, we propose methodology leverages community detection methods, designed originally detect...
This paper scrutinizes Mongol Barota - a fully functional, stand-alone mobile platform rover which is capable to act as human assistant perform various scientific tasks in extreme adversities. The control system of the designed such way that it can be commanded from blind station within 1 kilometer range. It has successfully taken part 8th annual University Rover Challenge organized by Mars Society at Desert Research Station (MDRS) remote, barren desert southern Utah, USA late May, 2014....
The energy landscape that organizes microstates of a molecular system and governs theunderlying dynamics exposes the relationship between form/structure, changesto form, biological activity or function in cell. However, several challenges stand wayof leveraging landscapes for relating structure structural to function. Energylandscapes are high-dimensional, multi-modal, often overly-rugged. Deep wells basins inthem do not always correspond stable states but instead result inherentinaccuracies...
Molecular dynamics (MD) simulation software allows probing the equilibrium structural of a molecule interest, revealing how navigates its structure space one at time. To obtain broader view dynamics, typically needs to launch many such simulations, obtaining trajectories. A summarization requires integrating information in various trajectories, and Markov State Models (MSM) are increasingly being used for this task. At core, task involves organizing structures accessed into states, then...
In spite of wide use projection-based features in handwritten character recognition several languages, its implementation was somewhat scanty Bangla recognition. This paper introduces the usage projection profile recognizing basic characters. Alongside it also demonstrates a qualitative and quantitative analysis to visualize effect using based on accuracy characters through number approaches. fact, this particular effort comprises five different approaches where first one used longest-run,...
A central challenge in protein modeling research and structure prediction particular is known as decoy selection. The problem refers to selecting biologically-active/native tertiary structures among a multitude of physically-realistic generated by template-free methods. Research on selection active. Clustering-based methods are popular, but they fail identify good/near-native decoys datasets where near-native severely under-sampled method. Reasonable progress reported that additionally take...
Over the past decade, Markov State Models (MSM) have emerged as powerful methodologies to build discrete models of dynamics over structures obtained from Molecular Dynamics trajectories. The identification macrostates for MSM is a central decision that impacts quality but depends on both selected representation structure and clustering algorithm utilized featurized structures. Motivated by large molecular system in its free bound state, this paper investigates two directions research,...
Molecular dynamics simulation software now provides us with a view of the structure space accessed by molecule. Increasingly, Markov state models are proposed to integrate various simulations molecule and extract its equilibrium structural dynamics. The approach relies on organizing structures in into states as an at- tempt identify thermodynamically-stable semi-stable (macro)states among which transitions can then be quantified. Typically, off-the-shelf clustering algorithms used for this...
The so-called dark proteome, referring to regions of the protein universe that remain inaccessible by either wet-or dry-laboratory methods, continues spur computational research in structure determination. An outstanding challenge relates ability discriminate relevant tertiary structure(s) among many structures, also referred as decoys, are computed for a interest. problem is known decoy selection. While prime investigation an inference problem, datasets generated silico sparse and highly...
In this advanced era, thousands of students, apply for the admission test which is a rigorous academic system, build on foundation high-quality assessments that have been adopted around countrywide to consent enter into tertiary education both at private and public universities in Bangladesh. Among them, students several same time where they provide virtually identical information mired massive data redundancy, low resource utilization difficulty retrieval as their own repository implemented...
Image enhancement is the process of modification digital images in order to make quality resultant such that those can be subjected further manipulation (like image analysis). There are several ways implement techniques. In this paper, we have studied a number methods consisting binarization techniques and hybridization After applying on scanned Bangla document images, analyzed reconstructed images. Then, gone for quantitative analysis portion. To accomplish that, measured recognition rate...
This study elucidates the conformation dynamics of free and antigen-bound antibody. Previous work has verified that antigen binding allosterically promotes Fc receptor recognition. Analysis extensive molecular simulations finds energy landscape may play a decisive role in coordinating changes but does not provide connections between various conformational states. Here we such connection. To obtain detailed understanding impact on antibody dynamics, this utilizes Markov State Models to...
A smart learning analytics system is proposed here. In the field of research, education manipulated as an optimistic way to render learning. this system, we put forward idea regarding design based on document-driven Decision Support System (DSS) and Bangla handwritten words recognition. The aims at classifying documents via syntactic analysis well categorizing them by semantic their contents. But may be presented printed format or hand written format. To choose optimal feature vector for...
In comparative genomics, a common issue is to find the shortest course of operations for transformation one genome into another. During rejoining blocks, inverted block interchange, more distinct form gives option blocks reverse their orientation. this particular paper, we have presented an improved algorithm sort circular chromosomes by interchanges and also compared performances with previous algorithm. Our experimental findings justify fact that accommodation interchange ensures results...