A Hybrid Intrusion Detection Model Using EGA-PSO and Improved Random Forest Method by Amit Kumar Balyan (18288964)

“…The experimental findings demonstrated that the proposed HNIDS method achieves an accuracy of 98.979% on BCC and 88.149% on MCC for the NSL-KDD dataset, which is far better than the other ML methods i.e., SVM, RF, LR, NB, LDA, and CART.…”

Bridging Innovation and Security: Advancing Cyber-Threat Detection in Sustainable Smart Infrastructure by Duaa Shoukat (20961200)

“…Our evaluation results demonstrate the superior performance of the proposed Cu-GRULSTM model, achieving an exceptional accuracy rate of 99.62% with a minimal False Alarms Rate (FAR) of 0.0003. …”

Transmission Line Fault Location Using Unsynchronized Measurements by Hussain, Shoaib

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Performance Analysis of Artificial Neural Networks in Forecasting Financial Time Series by Lasfer, Assia

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ECG Signal Reconstruction on the IoT-Gateway and Efficacy of Compressive Sensing Under Real-Time Constraints by Mohammed Al Disi (16855407)

“…Heterogeneous multicore platforms (HMPs) offer a local processing solution that can alleviate the limitations of remote signal processing. This paper demonstrates the real-time performance of compressed ECG reconstruction on ARM's big.LITTLE HMP and the advantages they provide as the primary processing unit of the IoT architecture. …”

Critical analysis on the UAE Courts’ reaction upon accession to the New York Convention by de Moura, Kath Zagatti Itabaiana

“…The current Courts’ jurisprudence, however, is still far from settled as conflicting decisions concerning recognition and enforcement of foreign arbitral awards are being passed by the Courts. …”
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Forecasting Emerging Stock Market Crashes via Machine Learning by Khan, Mohammad Osama

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Using Artificial Intelligence to Understand What Causes Sentiment Changes on Social Media by ALATTAR , FUAD

“…Then it applies a filter to remove tweets that discuss old topics, followed by a Topic Model with a high Coherence Score to extract Emerging Topics that are interpretable by a human. …”
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(De)Constructing the Iron wall: the story of Palestinian military infiltration from the Gaza Strip by Yara Nassar (23124679)

“…It highlights how Palestinian armed groups have innovated tactics, using tunnels, land, and sea routes, to infiltrate and circumvent Israeli defenses. …”

The influence of risks on the outturn cost of ICT infrastructure network projects by Almarri, Khalid

“…Multiple regression analysis was used to model the relationship between risks and outturn cost of infrastructure needed to enable the operation of IoT technologies. …”
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A community challenge to predict clinical outcomes after immune checkpoint blockade in non-small cell lung cancer by Mike Mason (18007491)

“…Both trials were phase III RCTs with a chemotherapy control arm, which supported the differentiation between predictive and prognostic models. …”

Utilization of the evidence from studies with no events in meta-analyses of adverse events: an empirical investigation by Chang Xu (102022)

“…There were 406 (63.45%) systematic reviews involving zero-events studies in their meta-analyses, among which 389 (95.11%) involved single-arm-zero-events studies and 223 (54.93%) involved double-arm-zero-events studies. …”

Intuitive Generalizations by Hamdan, May

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Assessment of axially-loaded pile dynamic design methods and review of INDOT axially-loaded design procedure by Loukidis, Dimitrios

“…The proposed shaft reaction model consists of a soil disk representing the near field soil surrounding the pile shaft, a plastic slider-viscous dashpot system representing the thin shear band forming at the soil-pile interface located at the inner boundary of the soil disk, and far field- consistent boundaries placed at the outer boundary of the soil disk. …”
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Architectural Design Standards for Muslims Prayer Facilities in Airports by Mokhtar, Ahmed

“…Therefore, they need to include facilities that can accommodate, as far as possible, the needs of passengers from various backgrounds. …”
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Travel Hopping Enabled Resource Allocation (THEResA) and delay tolerant networking through the use of UAVs in railroad networks by Elias, Yaacoub

“…Although it is practical to lay fiber optic cables along the rail track, villages and small rural population agglomerations far from the railroad might not have access to the internet backhaul. …”
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Travel Hopping Enabled Resource Allocation (THEResA) and delay tolerant networking through the use of UAVs in railroad networks by Elias Yaacoub (14150586)

“…Although it is practical to lay fiber optic cables along the rail track, villages and small rural population agglomerations far from the railroad might not have access to the internet backhaul. …”

Variability of the Oceans by Yu, Jin-Yi

“…Ocean–atmosphere interactions in one ocean basin can also influence remote regions via interbasin teleconnections that can trigger responses having both local and far-field impacts. …”
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Stories of Resilience: Libraries Supporting Young Voices by Chaymae Mekanni (21693180)

“…For some, it provided a chance to unleash their imagination in worlds far removed from the noise of reality, highlighting their writing talents and allowing them to explore stories woven from both reality and fantasy.…”

Healthy nails, healthy bones by Nature Research (16552612)

“…X-rays revealed bone infection in both thumbs, with pieces of dead bone — called sequestra — found in one hand and areas of destroyed bone in the other. The doctors removed the damaged nail and bone tissue, drained both thumbs of accumulating pus, and gave the patient a course of antibiotics. …”