Search
Search Results
-
Grafting constructive algorithm in feedforward neural network learning
Constructive algorithm provides a gradually building mechanism by increasing nodes from zero. By this means, the neural network can independently and...
-
Admissible Ordering on Monomials is Well-Founded: A Constructive Proof
AbstractIn this paper, we consider a constructive proof of the termination of the normal form (NF) algorithm for multivariate polynomials, as well as...
-
Constructive alignment in a graduate-level project management course: an innovative framework using large language models
Constructive alignment is a learning design approach that emphasizes the direct alignment of the intended learning outcomes, instructional...
-
Towards the Conformation of Constructive Political Discussion Groups. A Computational Approach
This research developed a new optimization model for creating constructive political discussion groups, focusing on political representativeness,...
-
Towards a machine learning-based constructive alignment approach for improving outcomes composure of engineering curriculum
The programme outcomes are broad statements of knowledge, skills, and competencies that the students should be able to demonstrate upon graduation...
-
A Constructive Method for Data Reduction and Imbalanced Sampling
A large number of training data lead to high computational cost in instanced-based classification. Currently, one of the mainstream methods to reduce...
-
Constructive Post-Quantum Reductions
Is it possible to convert classical reductions into post-quantum ones? It is customary to argue that while this is problematic in the interactive...
-
Forecasting the software engineering model’s effort estimation using constructive cost estimation models
Machine learning models are increasingly being developed to solve various problems in academic and corporate settings. However, data scientists...
-
Evaluating trustworthiness of decision tree learning algorithms based on equivalence checking
Learning algorithms and their implementations are used as black-boxes to produce decision trees, e.g., for realizing critical classification tasks. A...
-
Creative collaboration with interactive evolutionary algorithms: a reflective exploratory design study
Progress in AI has brought new approaches for designing products via co-creative human–computer interaction. In architecture, interior design, and...
-
Constructive Approach to Multi-position Passive Acoustic Localization in Information-Measurement Systems
The paper introduces a scheme for acoustic localization in the form of a one-dimensional “acoustic line”, presenting the advantages and disadvantages...
-
Variable bit allocation method based on meta-heuristic algorithms for facial image compression
High spatial resolution is one of the most important factors in increasing image quality, but it increases the amount of storage memory. On the other...
-
Constructive Machine Learning and Hierarchical Multi-label Classification for Molecules Design
Constructive Machine Learning (CML) is a research field that uses algorithms to generate new instances, similar but not identical to existing ones....
-
Exploration and Evaluation of Congestion Control Algorithms for Data Center Networks
In recent years, Data Center Networks (DCN) have become a very popular platform for hosting various online services and applications, such as...
-
Certifying Fully Dynamic Algorithms for Recognition and Hamiltonicity of Threshold and Chain Graphs
Solving problems on graphs dynamically calls for algorithms to function under repeated modifications to the graph and to be more efficient than...
-
Algorithms for path optimizations: a short survey
Path finding is used to solve the problem of finding a traversable path through an environment with obstacles. This problem can be seen in many...
-
Software tools for learning artificial intelligence algorithms
In recent years, artificial intelligence has become an important discipline in the field of computer science. Students, in the absence of basic prior...
-
Approximate and Randomized Algorithms for Computing a Second Hamiltonian Cycle
In this paper we consider the following problem: Given a Hamiltonian graph G , and a Hamiltonian cycle C of G , can we compute a second Hamiltonian...
-
Compression of face images using meta-heuristic algorithms based on curvelet transform with variable bit allocation
For valuable areas of a face image (such as the eyes, nose, and mouth) that contain detailed facial information, a higher bit rate may be assigned....
-
An exhaustive review of the metaheuristic algorithms for search and optimization: taxonomy, applications, and open challenges
As the world moves towards industrialization, optimization problems become more challenging to solve in a reasonable time. More than 500 new...
