A dataset on environmental DNA, bacterio-, phyto- and zooplankton from an emerging periglacial lagoon in Svalbard, ArcticMendeley DataMendeley Data by Sergej Olenin, Dzmitry Lukashanets, Anastasija Zaiko, Aurelija Samuilovienė, Irina Olenina, Evelina Grinienė, Tobia Politi, Aleksej Šaškov, Greta Kilmonaitė, Andrius Šiaulys

“…It can be used for comparative analysis of biodiversity assessment using eDNA and traditional microscopy methods in the identification of phyto- and zooplankton. …”
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Study on the interactive evolution mechanism of residents’ energy use behavior in shared living spaces by Xiaodan Liu, Sisi He, Wentao Peng, Ling Liao, Danyao Li, Jiaying Chen

“…Subsequently, the student dormitory is taken as an example, data are obtained through questionnaires and matlab is used to analyze the interactive evolution process of heterogeneous subjects’ energy-use behaviors, findings demonstrate that enhancing the likelihood of heterogeneous individuals adopting energy-saving strategies can be achieved through various means. …”
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Use of data-biased random walks on graphs for the retrieval of context-specific networks from genomic data. by Kakajan Komurov, Michael A White, Prahlad T Ram

“…Here, we have leveraged the method of random walks on graphs as a powerful platform for scoring network components based on simultaneous assessment of the experimental data as well as local network connectivity. Using this method, NetWalk, we can calculate distribution of Edge Flux values associated with each interaction in the network, which reflects the relevance of interactions based on the experimental data. …”
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A roadmap for improving data quality through standards for collaborative intelligence in human-robot applications by Shakra Mehak, Shakra Mehak, Inês F. Ramos, Keerthi Sagar, Aswin Ramasubramanian, John D. Kelleher, Michael Guilfoyle, Gabriele Gianini, Ernesto Damiani, Maria Chiara Leva

“…This study presents the challenges of data quality in CI applications within industrial environments, with two use cases that focus on the collection of data in Human-Robot Interaction (HRI). …”
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DIGITALIZATION AS A MODERN CONDITION OF SOCIAL INTERACTION IN CULTURE by Lyudmila S. Gasparyan

“…The high information noise of the digital environment reduces not only the focus of the user’s attention, but also, as a result, leads to the so-called “attention economy”. Emerging practices using “big data” change the usual ways of interaction and indicates that modern technologies can change the design of an individual’s behavior. …”
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The use of emerging autonomous technologies for ocean monitoring: insights and legal challenges by Aspasia Pastra, Tafsir Matin Johansson, Joana Soares, Frank E. Muller-Karger

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Spatial data infrastructures and Geography learning by Javier Álvarez Otero, María Luisa de Lázaro y Torres

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Spatial data infrastructures and Geography learning by Javier Álvarez Otero, María Luisa de Lázaro y Torres

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MBLSTM is a contextual interaction refined method for time series prediction by Weihan Qiu, Fangjie Zhu, Tianyong Hao, Maojie Wang, Runyue Huang

“…However, the adequacy of the existing methods for contextual information interaction is still insufficient when dealing with a longer memory need in clinical data modelling. …”
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A Framework for Improving Accessibility of Serious Games in Handheld Augmented Reality Based on User Interaction Data by Matea Žilak, Željka Car

“…An experiment was conducted with people with disabilities and people of different ages using the established framework. The focus of the experiment results analysis in this paper is on the evaluation of interaction mechanisms adapted to users based on their interaction data and preferences. …”
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Predictive Modeling of Climate-Driven Crop Yield Variability Using DSSAT Towards Sustainable Agriculture by Safa E. El-Mahroug, Ayman A. Suleiman, Mutaz M. Zoubi, Saif Al-Omari, Qusay Y. Abu-Afifeh, Heba F. Al-Jawaldeh, Yazan A. Alta’any, Tariq M. F. Al-Nawaiseh, Nisreen Obeidat, Shahed H. Alsoud, Areen M. Alshoshan, Fayha M. Al-Shibli, Rakad Ta’any

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Genome-wide association data reveal a global map of genetic interactions among protein complexes. by Gregory Hannum, Rohith Srivas, Aude Guénolé, Haico van Attikum, Nevan J Krogan, Richard M Karp, Trey Ideker

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Learning Innovations Through Exploration and Exploitation in Russian Regions: A Nonlinear Panel Data Interaction Model by Yegor Leonidovich Domnich

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An Efficient Communication Protocol for Real-Time Body Sensor Data Acquisition and Feedback in Interactive Wearable Systems by Armands Ancans, Modris Greitans, Sandis Kagis

“…We developed a prototype interactive jacket with nine sensor/actuator nodes connected via three wires for power supply and data transmission to a wireless gateway. …”
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Examining interaction effects among land-use policies to reduce household vehicle travel: An exploratory analysis by Kwangyul Choi, Robert Paterson

“…In this study, we explore how three well-known land-use strategies (densification, mixed-use development, and street network improvement) interact with each other by testing possible combinations of land-use factors and focus on how these interactive effects vary by the level of development intensity. …”
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Spatial self-selection in land-use–travel behavior interactions: accounting simultaneously for attitudes and socioeconomic characteristics by João de Abreu e Silva

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Identification of potential insect ecological interactions using a metabarcoding approach by Nicole D. Borsato, Katherine Lunn, Nina R. Garrett, Alejandro José Biganzoli-Rangel, Daniel Marquina, Dirk Steinke, Robin Floyd, Elizabeth L. Clare

“…However, the challenge has shifted to selecting molecular markers which maximize information recovery while analyzing these data at broad biological scales. In this manuscript we use model arthropod groups to compare molecular markers and their analysis across life stages. …”
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Prediction of Human Papillomavirus-Host Oncoprotein Interactions Using Deep Learning by Sheila Santa, Samuel Kojo Kwofie, Kwasi Agyenkwa-Mawuli, Osbourne Quaye, Charles A Brown, Emmanuel A Tagoe

“…This study aimed to develop a deep learning model to predict interactions between HPV and host proteins. Method: To achieve this, available HPV and host protein interaction data was retrieved from the protocol of Eckhardt et al and used to train a Recurrent Neural Network algorithm. …”
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Developing Preservice Teachers' Design Thinking Mindset Using Interactive Technology by Areej ElSayary

“…This study aims to pilot the use of interactive technology in developing preservice teachers' design thinking mindsets. …”
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Protein-protein interaction prediction using bidirectional GRUs with explicit ensemble. by Qiuhong Lan, Zhongtuan Zheng, Zhen Tang, Xuehua Qiu, Zhixiang Yin

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