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Recent Submissions

Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques
Karadal, Can Haktan; Kaya, Muhammed Çağrı; Tuncer, Turker; Dogan, Sengul; Acharya, U. Rajendra (2021-12-15)
© 2021 Elsevier LtdAutomated classification of remote sensing images is one of the complex issues in robotics and machine learning fields. Many models have been proposed for remote sensing image classification (RSIC) to ob...
Penetration rate prediction in heterogeneous formations: A geomechanical approach through machine learning
Kor, Korhan; Ertekin Bolelli, Şeyda; Yamanlar, Şenol; Altun, Gürşat (2021-12-01)
© 2021 Elsevier B.V.Bourgoyne and Young Method (BYM) is one of the most widely used rate of penetration (ROP) prediction methods. Drilling data, in this method, must be taken from uniform-lithology sections (homogeneous fo...
HPRNet: Hierarchical point regression for whole-body human pose estimation
SAMET, NERMİN; Akbaş, Emre (2021-11-01)
© 2021 Elsevier B.V.In this paper, we present a new bottom-up one-stage method for whole-body pose estimation, which we call “hierarchical point regression,” or HPRNet for short. In standard body pose estimation, the locat...
The Hitchhiker's Guide to Bias and Fairness in Facial Affective Signal Processing: Overview and techniques
Cheong, Jiaee; Kalkan, Sinan; Gunes, Hatice (2021-11-01)
Given the increasing prevalence of facial analysis technology, the problem of bias in the tools is now becoming an even greater source of concern. Several studies have highlighted the pervasiveness of such discrimination, ...
Personality Analysis Using Classification on Turkish Tweets
Karagöz, Pınar; Toroslu, İsmail Hakkı (2021-10-01)
Increasing energy efficiency of rule-based fuzzy clustering algorithms using CLONALG-M for wireless sensor networks
Sert, Seyyit Alper; Yazıcı, Adnan (2021-09-01)
© 2021 Elsevier B.V.Because of its efficiency, clustering is used for effective communication in Wireless Sensor Networks (WSNs). In the WSN clustering area, fuzzy approaches are found to be superior to crisp cluster count...
Efficient bipedal locomotion on rough terrain via compliant ankle actuation with energy regulation
Kerimoglu, Deniz; Karkoub, Mansour; Ismail, Uyanik; MORGÜL, ÖMER; Saranlı, Uluç (2021-09-01)
Legged locomotion enables robotic platforms to traverse on rough terrain, which is quite challenging for other locomotion types, such as in wheeled and tracked systems. However, this benefit-moving robustly on rough terrai...
CROssBAR: comprehensive resource of biomedical relations with knowledge graph representations
DOĞAN, TUNCA; Atas, Heval; Joshi, Vishal; Atakan, Ahmet; Rifaioglu, Ahmet Sureyya; Sinoplu, Esra; Nightingale, Andrew; Saidi, Rabie; Volynkin, Vladimir; Zellner, Hermann; Cetin-Atalay, Rengul; Martin, Maria; Atalay, Volkan (2021-09-01)
Systemic analysis of available large-scale biological/biomedical data is critical for studying biological mechanisms, and developing novel and effective treatment approaches against diseases. However, different layers of t...
Base Station Power Optimization for Green Networks Using Reinforcement Learning
Aktaş, Semih; Alemdar, Hande (2021-08-31)
The next generation mobile networks have to provide high data rates, extremely low latency, and support high connection density. To meet these requirements, the number of base stations will have to increase and this increa...
From Noon to Sunset: Interactive Rendering, Relighting, and Recolouring of Landscape Photographs by Modifying Solar Position
Ture, Murat; Ciklabakkal, Mustafa Ege; Erdem, Aykut; Erdem, Erkut; SATILMIŞ, PINAR; Akyüz, Ahmet Oğuz (2021-08-01)
Image editing is a commonly studied problem in computer graphics. Despite the presence of many advanced editing tools, there is no satisfactory solution to controllably update the position of the sun using a single image. ...
Reinforcement Learning versus Conventional Control for Controlling a Planar Bi-rotor Platform with Tail Appendage
Ugurlu, Halil Ibrahim; Kalkan, Sinan; Saranlı, Afşar (2021-08-01)
© 2021, The Author(s), under exclusive licence to Springer Nature B.V.In this paper, we study the conventional and learning-based control approaches for multi-rotor platforms, with and without the presence of an actuated “...
A CpG island promoter drives the CXXC5 gene expression
Yasar, Pelin; Kars, Gizem; Yavuz, Kerim; Ayaz, Gamze; Oguztuzun, Cerag; Bilgen, Ecenaz; Suvaci, Zeynep; Cetinkol, Ozguel Persil; Can, Tolga; Muyan, Mesut (2021-08-01)
CXXC5 is a member of the zinc-finger CXXC family that binds to unmethylated CpG dinucleotides. CXXC5 modulates gene expressions resulting in diverse cellular events mediated by distinct signaling pathways. However, the mec...
An experimental evaluation of visual similarity for HDR images
Aydinlilar, Merve; Akyüz, Ahmet Oğuz; Tarı, Zehra Sibel (2021-07-01)
In this paper, we investigate visual similarity for high dynamic range (HDR) images. We collect crowdsourcing data through a web-based experimental interface, in which the participants are asked to choose one of the two ca...
Part-based data-driven 3D shape interpolation
Aydinlilar, Melike; Sahillioğlu, Yusuf (2021-07-01)
An active problem in digital geometry processing is shape interpolation which aims to generate a continuous sequence of in-betweens for a given source and target shape. Unlike traditional approaches that interpolate source...
Scale-Adaptive ICP
Sahillioğlu, Yusuf; Kavan, Ladislav (2021-07-01)
© 2021 Elsevier Inc.We present a new scale-adaptive ICP (Iterative Closest Point) method which aligns two objects that differ by rigid transformations (translations and rotations) and uniform scaling. The motivation is tha...
Linking COVID-19 perception with socioeconomic conditions using Twitter data
Ertekin Bolelli, Şeyda; Sert, Egemen; Okan, Oral; Ozbilen, Alper; Ozdemir, Suat (2021-07-01)
We, as humans, are constantly in relation with our environment. Sudden changes in our living media may alter the way we perceive ourselves and our environment in various ways. Coronavirus (COVID-19) outbreak is a great exa...
Weakly supervised instance attention for multisource fine-grained object recognition with an application to tree species classification
Aygunes, Bulut; Cinbiş, Ramazan Gökberk; Aksoy, Selim (2021-06-01)
© 2021 International Society for Photogrammetry and Remote Sensing, Inc. (ISPRS)Multisource image analysis that leverages complementary spectral, spatial, and structural information benefits fine-grained object recognition...
Crowdsourced mapping of unexplored target space of kinase inhibitors
Cichonska, Anna; et. al. (2021-06-01)
Despite decades of intensive search for compounds that modulate the activity of particular protein targets, a large proportion of the human kinome remains as yet undrugged. Effective approaches are therefore required to ma...
End User Evaluation of the FAIR4Health Data Curation Tool
Gencturk, Mert; Teoman, Alper; Alvarez-Romero, Celia; Martinez-Garcia, Alicia; Parra-Calderon, Carlos Luis; Poblador-Plou, Beatriz; Löbe, Matthias; Sinaci, A Anil (2021-05-27)
The aim of this study is to build an evaluation framework for the user-centric testing of the Data Curation Tool. The tool was developed in the scope of the FAIR4Health project to make health data FAIR by transforming them...
Citadel: Cyber threat intelligence assisted defense system for software-defined networks
Yürekten, Özgür; DEMİRCİ, MEHMET (2021-05-22)
© 2021 Elsevier B.V.Defending networks is becoming more challenging due to the growing number and variety of cyber threats. On the other hand, network security professionals have new technologies and tools at their disposa...
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