A Review of CNN Applications in Smart Agriculture Using Multimodal Data by Mohammad El Sakka, Mihai Ivanovici, Lotfi Chaari, Josiane Mothe

“…Potential research advancements emphasize improving increased data accessibility and hybrid modeling to meet the agricultural demands of climate variability and food security, positioning CNNs as pivotal tools in sustainable agricultural practices. …”
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Double-Hit Primary Plasma Cell Leukemia with IGH/MYC and IGH/CCND1 Translocations by Masato Yasumi, Takaya Endo, Hiroshi Sata, Takahiro Karasuno

“…IGH/MYC and IGH/CCND1 translocations were confirmed by fluorescence in situ hybridization analysis. Bortezomib and dexamethasone treatment achieved rapid elimination of peripheral malignant plasma cells, and the patient maintained a partial response for 18 months. …”
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Digital Media Hotspot Mining Algorithm Implementation with Complex Systems in the Mobile Internet Environment by Yufeng Jia, Sang-Bing Tsai

“…In this paper, we address the above problems and research hot event topic sentence generation techniques in the field of hot event mining and design a hybrid event candidate set construction algorithm based on topic core word mapping and event triad selection. …”
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Utilizing MRAMs With Low Resistance and Limited Dynamic Range for Efficient MAC Accelerator by Sateesh, Kaustubh Chakarwar, Shubham Sahay

“…Although ultra-dense magnetic memories with multi-bit capability (MLC) were proposed recently, their application in hybrid CMOS-non-volatile memory accelerators is limited due to their low dynamic range (memory window) and high cell currents (ON/OFF-state resistance in ∼kΩ). …”
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Inferring Tripartite Associations of Vector-Borne Plant Pathogens Using a Next-Generation Sequencing Approach by Ava M. Gabrys, Christopher H. Dietrich, Valeria Trivellone

“…Here, we used anchored hybrid enrichment (AHE) to recover the DNA of five plant genes (<i>rbcL</i>, <i>matK</i>, <i>ITS1</i>, <i>ITS2</i>, and <i>trnH-psbA</i>) in 58 phloem-feeding leafhoppers from around the world that had previously tested positive for phytoplasma infection. …”
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Adaptive algorithms for change point detection in financial time series by Alexander Musaev, Dmitry Grigoriev, Maxim Kolosov

“…We demonstrate the limitations of conventional models and propose hybrid methods that leverage long-term correlations and metric-based learning to improve detection accuracy. …”
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Estimating the Pile Settlement Using a Machine Learning Technique Optimized by Henry's Gas Solubility Optimization and Particle Swarm Optimization by Saravana Kumar, Savarimuthu Robinson

“…The main objective of this research is to evaluate the artificial inteligent approach in form of two developed models in simulating the pile settlement rates using hybrid optimized frameworks. The R2 of modeling both were obtained similarly at 0.99 level. …”
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Development of spring durum wheat cultivars resistant to stem rust in Western Siberia by V. S. Yusov, M. G. Evdokimov, L. V. Meshkova, D. A. Glushakov

“…A strategy was proposed for the selection of genotypes in hybrid combinations of spring durum wheat: it would include early selection (starting from F2) for disease resistance with simultaneous screening for quantitative traits and pasta-making qualities. …”
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A Multivariate and Multistage Medium- and Long-Term Streamflow Prediction Based on an Ensemble of Signal Decomposition Techniques with a Deep Learning Network by Muhammad Sibtain, Xianshan Li, Snoober Saleem

“…Therefore, to enhance the reliability and accuracy of streamflow prediction, this paper developed a three-stage hybrid model, namely, IVL (ICEEMDAN-VMD-LSTM), which integrated improved complete ensemble empirical mode decomposition with additive noise (ICEEMDAN), variational mode decomposition (VMD), and long short-term memory (LSTM) neural network. …”
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EFFECT OF THE FILL VENTILATION WINDOW ON PERFORMANCE OF A NATURAL DRAFT COOLING TOWER SUBJECTED TO CROSS-WINDS by K. V. Dobrego

“…Results of the investigation may be helpful for optimal design of natural draft and perspective “hybrid” cooling towers.…”
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Variant of Organizational and Functional Adaptation Structures of a Typical Situational Centre to the Emergence of Crisis Situations by Volodymyr Mirnenko, Oleh Hudyma, Vadym Artamoshchenko

“…The study is of great importance, since the proposed option of adapting the organizational and functional structure of a typical crisis center to the emergence of a CS opens up new opportunities for understanding effective methods of countering a CS and promotes the development of crisis management strategies, in particular in the context of hybrid confrontation and full-scale war. …”
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Genetic control of yield components in green beans (<i>Phaseolus vulgaris</i> L.) by M. Contreras-Rojas, D. G.G. Guzmán, S. A. Salazar Mercado

“…This work aimed at using Hayman’s methodology to study the inheritance of some quantitative traits, such as the number of pods per plant, pod length, mean pod weight, and yield per plant in 15 diallel hybrids of six green bean cultivars.Materials and methods. …”
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Clinical Report of a 17q12 Microdeletion with Additionally Unreported Clinical Features by Jennifer L. Roberts, Stephanie K. Gandomi, Melissa Parra, Ira Lu, Chia-Ling Gau, Majed Dasouki, Merlin G. Butler

“…Subsequently, a 400 K array-based comparative genomic hybridization (aCGH) + SNP analysis was performed which identified a de novo suspected pathogenic deletion on chromosome 17q12 encompassing 28 genes. …”
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A Review of Characterization Approaches for Smallholder Farmers: Towards Predictive Farm Typologies by Devotha G. Nyambo, Edith T. Luhanga, Zaipuna Q. Yonah

“…By understanding the nature and key advantages of the reviewed approaches, the paper recommends a hybrid approach towards having predictive farm typologies. …”
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Assessing public support for air pollution mitigation and control policies: health, socioeconomic, and ideological predictors in an overburdened and vulnerable region of the U.S. by Gilda Zarate-Gonzalez, Paul Brown, Ricardo Cisneros

“…Concerns included the costs, charge and attributes of adopting hybrid or electric vehicles. Residents supported air pollution control and public space preservation, with socioeconomic factors and health state being significant predictors. …”
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Systematic literature review on the theory of Social Embeddedness of Thriving at Work by Listya Istiningtyas, Debora E. Purba, Elizabeth K. Poerwandari, Bagus Takwin, Mirra N. Milla

“…Contribution/value-add: This research uniquely advances the SEMTW model by integrating modern workplace dynamics, such as digitalisation and hybrid work environments, offering insights for theoretical and organisational applications.…”
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Apriori algorithm based prediction of students’ mental health risks in the context of artificial intelligence by You Fu, Fang Ren, Jiantao Lin

“…This study investigates the application of artificial intelligence (AI) techniques for predicting student mental health risks.MethodsA hybrid predictive model, Prophet-LSTM, was developed. …”
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Cybersecurity of the municipal infrastructure by S. V. Kaliakin, Yu. M. Onishchenko, V. V. Nosov

“…The features of cyber attacks and the use of methods for protecting critical infrastructure in the context of hybrid warfare have been examined. Recommendations for a comprehensive increase in the level of protection of municipal critical infrastructure from cyber threats have been provided, taking into account the latest global trends in cybersecurity.…”
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Conservation of plant biodiversity by biotechnology methods by N. V. Romadanova, S. V. Kushnarenko

“…The largest collection of fruit and berry plants is located in the Pomological Garden and includes about 4 thousand varieties, more than 40 thousand hybrids and wild forms of various crops.The Republic of Kazakhstan has about 42,000 accessions in the seed collection. …”
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Research on Safe Driving Evaluation Method Based on Machine Vision and Long Short-Term Memory Network by Dongmei Shi, Hongyu Tang

“…Based on convolutional neural networks (CNNs), attention mechanism (AM) is integrated into a long short-term memory (LSTM) neural network structure, and the hybrid dual-stream AM-LSTM convolutional network channel is designed. …”
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