ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

Comparison of different optimization algorithms. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Flowchart of DQN algorithm. by Jiandong Qiu (20389944)

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). by Johannes Weyer (13392175)

Learning curves under various machine algorithms. by Jinlin Teng (17972595)

“…The findings are as follows:</p><p>1.Machine learning algorithms can be effectively used for urban noise evaluation. …”

ROC curves under various machine algorithms. by Jinlin Teng (17972595)

“…The findings are as follows:</p><p>1.Machine learning algorithms can be effectively used for urban noise evaluation. …”

Poster: Norma: A Framework for Finding Threshold Associations Between Continuous Variables Using Point-wise Function by Md Mahin (21434966)

“…To be able to compute such hotspots, the paper proposes a novel grid-based spatial hotspot-growing algorithm which computes regions of a point-wise function above a given threshold. …”

The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…These methods are tested on both real and synthetic data, with the former taken from a network of air quality monitoring stations across California. …”

IEEE Big Data 2024 Presentation: Norma: A Framework for Finding Threshold Associations Between Continuous Variables Using Point-wise Function by Md Mahin (21434966)

Fig 1 - A Discretized Overlap Resolution Algorithm (DORA) for resolving spatial overlaps in individual-based models of microbes by Ihab Hashem (21156806)

Data augmentation parameters used during training. by Sai Balakavi (21728626)

Subjects:

Flow diagram of forest management decision-making process using Habplan and <i>HabplanR</i>. by Max D. Jones (6269006)

Subjects:

Evaluating and mapping spatial drought in northeast Thailand: utilizing analytic hierarchy process and random forest algorithms by Zahid Naeem Qaisrani (21567311)

“…The AHP model achieved an overall accuracy (OA) of 85.19%, aligning closely with the RF model, which had an OA of 88.89%. The RF algorithm effectively mapped spatial drought events with high accuracy, as confirmed by comparisons with rainfall data. …”

Patch-level landscape metrics derived using the <i>HabSpace</i> function of <i>HabplanR</i> for the entire 35 three-year projection period, across two possible Habplan solutions. by Max D. Jones (6269006)

Subjects:

Deep attention network architecture for arrhythmia classification. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Classified maps from LISS IV, Sentinel 2A and Integrated images using ML (Maximum Likelihood), GMM (Gaussian mixed model), KNN (K-nearest neighbour), SVM (Support Vector Machine) a... by Ritam Dutta (13132451)

Spatial variables selected for LULC modeling. by Firdissa Sadeta Tiye (21222102)

Subjects:

Custom UNET and UNET-GRU performance metrics for burnt area classification using Bandipur PlanetScope data. by Sai Balakavi (21728626)

Subjects:

Computational Domain: The computational domain was discretized using conformal tetrahedral elements, resulting in a total of 926K elements. by Martina Bukač (20161460)

List of the time used by each algorithm. by JiaMing Gong (20427837)

“…To this end, this paper proposes an entropy-based dynamic ensemble classification algorithm (EDAC) to consider data streams with class imbalance and concept drift simultaneously. …”